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Importing a pack NEVER mutates the Ontora\n *       Master Tree — mappings are reference bridges, resolved (not written).\n * - I2  Canonical statement text (verbatim) is immutable ground truth. Derived\n *       fields (translations, keywords, bloom hints) carry their own provenance.\n * - I3  IDs are stable forever: keep the official source ID when present, else\n *       mint once from content identity (never from row position).\n * - I4  gradeBand is canonical numeric (gradeModel normalizes grades/ages/bands).\n * - I5  Mappings use namespaced targets (ontora:CODE, csta:1B-AP-10, ...) and are\n *       OPTIONAL — a pack with zero mappings still works (statement-only mode).\n * - I6  Everything is versioned: specVersion (this contract) vs contentVersion\n *       (the framework's own content). Published content versions are immutable.\n */\n\n// ─── Shared primitives ───────────────────────────────────────────────────────\n\n/** Two-axis Bloom hint (Anderson & Krathwohl). Matches Ontora's dual-axis usage. */\nexport const BloomHintSchema = z.object({\n  process: z\n    .enum(['Remember', 'Understand', 'Apply', 'Analyze', 'Evaluate', 'Create'])\n    .describe('Cognitive process axis'),\n  knowledge: z\n    .enum(['FACTUAL', 'CONCEPTUAL', 'PROCEDURAL', 'METACOGNITIVE'])\n    .optional()\n    .describe('Knowledge dimension axis (optional — most source standards do not tag it)'),\n});\n\n/** How a record entered the pack — drives trust & review requirements. */\nexport const RecordProvenanceSchema = z.object({\n  method: z\n    .enum(['source_official', 'ai_draft', 'minted_from_content', 'human', 'crosswalk', 'imported'])\n    .describe('source_official = copied from an authoritative machine-readable source; ai_draft = LLM-extracted, REQUIRES human review before activation; minted_from_content = ID synthesized because source has none; crosswalk = derived by the curriculum-crosswalk skill'),\n  reviewedBy: z.string().optional().describe('Person/agent that approved this record (required for ai_draft records before activation)'),\n  reviewedAt: z.string().optional().describe('ISO-8601 timestamp of review'),\n  note: z.string().optional().describe('Free-form provenance note'),\n});\n\n/** Numeric grade band, canonical. [6, 6] = single grade 6; [6, 8] = band. */\nexport const GradeBandSchema = z\n  .array(z.number().int().min(-1).max(30), { message: 'gradeBand must be [minGrade, maxGrade] integers' })\n  .length(2)\n  .refine(([min, max]) => min <= max, { message: 'gradeBand min must be <= max' })\n  .describe('Canonical numeric grade band. -1 = kindergarten/pre-primary. Framework-specific models (VN grades, US bands, ages) normalize into this scale via manifest.gradeModel');\n\n/** Optional free-form classification axes (strand, NGSS dimension, \"Chủ đề\", ...). */\nexport const ClassificationSchema = z.object({\n  axis: z.string().describe('Axis label, e.g. \"strand\", \"dimension\", \"Chủ đề\"'),\n  value: z.string().describe('Value on that axis, e.g. \"AP\", \"Disciplinary Core Idea\", \"Thuật toán\"'),\n});\n\n// ─── Manifest ────────────────────────────────────────────────────────────────\n\nexport const FrameworkPackManifestSchema = z.object({\n  /** Immutable pack identifier. Never reused, never renamed. */\n  id: z\n    .string()\n    .min(3)\n    .regex(/^[a-z0-9][a-z0-9._-]*$/, 'pack id must be kebab/lowercase-safe (a-z 0-9 . _ -)')\n    .describe('Immutable pack identifier, e.g. \"csta-k12-2017\", \"gdpt-2018-tin-hoc\", \"abc-tin-hoc\"'),\n  name: z.string().min(1).describe('Human-readable framework name'),\n  specVersion: z.literal('1.0').describe('Version of THIS pack contract (not the content)'),\n  contentVersion: z\n    .string()\n    .min(1)\n    .describe('Content version of the framework inside this pack. 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The FIRST / primary language text is judge ground truth (invariant I2). */\n  texts: z\n    .record(z.string().min(2), z.string().min(1))\n    .refine((t) => Object.keys(t).length > 0, { message: 'texts must contain at least one language entry' })\n    .describe('Verbatim statement text per BCP-47 language key, e.g. {\"vi\": \"Yêu cầu cần đạt...\"}. NEVER paraphrase into these fields'),\n  classifications: z.array(ClassificationSchema).optional().default([]).describe('Optional taxonomy axes from the source framework (strands, dimensions, themes...)'),\n  bloomHint: BloomHintSchema.optional().describe('Optional Bloom dual-axis hint — a HINT for generation, never a binding claim about the source'),\n  keywords: z.array(z.string()).optional().default([]).describe('Retrieval keywords (topic terms). Used by standards retrieval AND by crosswalk theme matching — keep them dense'),\n  sourceRef: z.string().optional().describe('Precise citation within the source, e.g. \"Trang 24, Môn Tin học lớp 6\"'),\n  provenance: RecordProvenanceSchema,\n});\n\n// ─── Mapping bridge (pack → Ontora interlingua) ─────────────────────────────\n\nexport const MappingKindSchema = z.enum(['covers', 'partial', 'extends']).describe('covers = the statement is fully taught when the concept is covered (ONLY \"covers\" counts toward compliance coverage); partial = overlaps partially; extends = statement goes beyond the concept');\n\nexport const FrameworkMappingSchema = z.object({\n  statementId: z.string().describe('Must reference a statement id in this pack'),\n  /** Namespaced target. Grammar: <namespace>:<ID>. e.g. \"ontora:WHILE_LOOP\", \"ontora:PROBLEM_DECOMPOSITION\". Resolved against the target registry at intake — unknown targets FAIL validation. */\n  targetRef: z.string().refine((v) => /^[a-z][a-z0-9]*:[A-Za-z0-9][A-Za-z0-9._-]*$/.test(v), 'targetRef must be \"<namespace>:<ID>\", e.g. \"ontora:FOR_LOOP\"'),\n  kind: MappingKindSchema,\n  confidence: z.number().min(0).max(1).describe('0-1 confidence of this mapping'),\n  provenance: RecordProvenanceSchema,\n});\n\n// ─── Root ────────────────────────────────────────────────────────────────────\n\nexport const FrameworkPackSchema = z.object({\n  manifest: FrameworkPackManifestSchema,\n  statements: z.array(FrameworkStatementSchema).min(1).describe('Atomized statements of the framework'),\n  mappings: z.array(FrameworkMappingSchema).optional().default([]).describe('Optional bridges to the Ontora knowledge tree (statement-only packs are fully functional)'),\n});\n\nexport type FrameworkPack = z.infer<typeof FrameworkPackSchema>;\nexport type FrameworkPackManifest = z.infer<typeof FrameworkPackManifestSchema>;\nexport type FrameworkStatement = z.infer<typeof FrameworkStatementSchema>;\nexport type FrameworkMapping = z.infer<typeof FrameworkMappingSchema>;\nexport type MappingKind = z.infer<typeof MappingKindSchema>;\nexport type RecordProvenance = z.infer<typeof RecordProvenanceSchema>;\n\n// ─── Pack lint (beyond field-level Zod checks) ───────────────────────────────\n\nexport interface PackLintIssue {\n  severity: 'ERROR' | 'WARNING';\n  code: string;\n  message: string;\n  /** statement id or manifest path the issue refers to */\n  ref?: string;\n}\n\n/** Minimum token-overlap ratio for the fuzzy duplicate warning. */\nconst DUP_OVERLAP_RATIO = 0.8;\n\n/**\n * Deterministic structural lint over an already schema-valid pack.\n * Pure function: no I/O, no LLM. Mirrors the ontora validator philosophy —\n * assembly/validation is code, research/judgment is model.\n */\nexport function lintFrameworkPack(pack: FrameworkPack): PackLintIssue[] {\n  const issues: PackLintIssue[] = [];\n  const statements = pack.statements;\n  const ids = new Set<string>();\n\n  for (const s of statements) {\n    // L1 duplicate ids\n    if (ids.has(s.id)) {\n      issues.push({ severity: 'ERROR', code: 'DUP_ID', message: `Duplicate statement id \"${s.id}\"`, ref: s.id });\n    }\n    ids.add(s.id);\n  }\n\n  for (const s of statements) {\n    // L2 parent existence\n    if (s.parentId && !ids.has(s.parentId)) {\n      issues.push({ severity: 'ERROR', code: 'PARENT_MISSING', message: `parentId \"${s.parentId}\" does not exist in this pack`, ref: s.id });\n    }\n    // L3 empty-ish text\n    for (const [lang, text] of Object.entries(s.texts)) {\n      if (!text || text.trim().length < 8) {\n        issues.push({ severity: 'ERROR', code: 'TEXT_TOO_SHORT', message: `\"${lang}\" text is empty or shorter than 8 characters`, ref: s.id });\n      }\n    }\n    // L4 grade band sanity: empty band inside manifest range is fine, but warn outside manifest range\n    const [min, max] = s.gradeBand;\n    const [gMin, gMax] = pack.manifest.gradeModel.range;\n    if (min < gMin || max > gMax) {\n      issues.push({ severity: 'WARNING', code: 'BAND_OUT_OF_RANGE', message: `gradeBand [${min},${max}] falls outside manifest range [${gMin},${gMax}]`, ref: s.id });\n    }\n    // L5 ai_draft without reviewer\n    if (s.provenance.method === 'ai_draft' && !s.provenance.reviewedBy) {\n      issues.push({ severity: 'ERROR', code: 'AI_DRAFT_UNREVIEWED', message: 'ai_draft record has no reviewedBy — human review required before activation', ref: s.id });\n    }\n    // L6 keywords recommended\n    if (!s.keywords || s.keywords.length === 0) {\n      issues.push({ severity: 'WARNING', code: 'NO_KEYWORDS', message: 'No keywords — statement will be hard to retrieve and to crosswalk', ref: s.id });\n    }\n  }\n\n  // L7 fuzzy duplicate texts (same language)\n  const seen = new Map<string, string>();\n  for (const s of statements) {\n    const primaryLang = pack.manifest.languages[0];\n    const text = s.texts[primaryLang];\n    if (!text) continue;\n    const norm = text.toLowerCase().replace(/[^\\p{L}\\p{N}\\s]/gu, ' ').split(/\\s+/).filter((w) => w.length > 2).sort().join(' ');\n    if (!norm) continue;\n    const prev = seen.get(norm);\n    if (prev !== undefined) {\n      issues.push({ severity: 'WARNING', code: 'DUP_TEXT_EXACT', message: `Text is token-identical to statement \"${prev}\"`, ref: s.id });\n    } else {\n      // token-overlap fuzzy pass (O(n^2) avoided via sorted-token key bucketing)\n      for (const [otherNorm, otherId] of seen.entries()) {\n        const a = new Set(norm.split(' '));\n        const b = new Set(otherNorm.split(' '));\n        let inter = 0;\n        for (const w of a) if (b.has(w)) inter++;\n        const ratio = inter / Math.max(a.size, b.size);\n        if (ratio >= DUP_OVERLAP_RATIO) {\n          issues.push({ severity: 'WARNING', code: 'DUP_TEXT_FUZZY', message: `Text ~${Math.round(ratio * 100)}% overlapping with statement \"${otherId}\"`, ref: s.id });\n          break;\n        }\n      }\n      seen.set(norm, s.id);\n    }\n  }\n\n  // L8 mapping integrity\n  for (const m of pack.mappings ?? []) {\n    if (!ids.has(m.statementId)) {\n      issues.push({ severity: 'ERROR', code: 'MAP_STATEMENT_MISSING', message: `mapping references unknown statementId \"${m.statementId}\"`, ref: m.statementId });\n    }\n    if (m.provenance.method === 'ai_draft' && !m.provenance.reviewedBy) {\n      issues.push({ severity: 'ERROR', code: 'AI_DRAFT_UNREVIEWED', message: `mapping to ${m.targetRef} is ai_draft without reviewedBy`, ref: m.statementId });\n    }\n    if (m.kind === 'covers' && m.confidence < 0.5) {\n      issues.push({ severity: 'WARNING', code: 'COVERS_LOW_CONFIDENCE', message: `kind=\"covers\" with confidence ${m.confidence} < 0.5 — consider \"partial\"`, ref: m.statementId });\n    }\n  }\n\n  return issues;\n}\n\nexport interface PackValidationResult {\n  valid: boolean;\n  schemaErrors: string[];\n  lint: PackLintIssue[];\n  stats: {\n    statements: number;\n    mappings: number;\n    coveredStatements: number;\n    statementOnlyStatements: number;\n    gradeRange: [number, number];\n  };\n}\n\n/**\n * Full validation: Zod schema → deterministic lint.\n * Does NOT resolve ontora targets (network/DB concern, layered separately).\n */\nexport function validateFrameworkPack(input: unknown): PackValidationResult {\n  const parsed = FrameworkPackSchema.safeParse(input);\n  if (!parsed.success) {\n    return {\n      valid: false,\n      schemaErrors: parsed.error.issues.map((i) => `${i.path.join('.') || '(root)'}: ${i.message}`),\n      lint: [],\n      stats: { statements: 0, mappings: 0, coveredStatements: 0, statementOnlyStatements: 0, gradeRange: [0, 0] },\n    };\n  }\n  const pack = parsed.data;\n  const lint = lintFrameworkPack(pack);\n  const covered = new Set((pack.mappings ?? []).map((m) => m.statementId));\n  const bands = pack.statements.map((s) => s.gradeBand);\n  return {\n    valid: lint.every((i) => i.severity !== 'ERROR'),\n    schemaErrors: [],\n    lint,\n    stats: {\n      statements: pack.statements.length,\n      mappings: pack.mappings?.length ?? 0,\n      coveredStatements: covered.size,\n      statementOnlyStatements: pack.statements.length - covered.size,\n      gradeRange: [Math.min(...bands.flat()), Math.max(...bands.flat())],\n    },\n  };\n}\n","import type { FrameworkPack, FrameworkStatement } from './frameworkPackSchema';\n\n/**\n * Standards Context Injector — Grounding layer (tầng 1 của cơ chế bám chuẩn).\n *\n * Selects the standard statements RELEVANT to a lesson (by grade band overlap +\n * keyword/concept match) and renders them as a prompt context block containing\n * VERBATIM canonical text. The model must SEE the real standard text — prompt\n * labels like \"operating under CSTA\" are exactly the anti-pattern this replaces.\n *\n * Pure function: pack data in, markdown block out. No I/O, no LLM.\n */\n\nexport interface StandardsSelectionInput {\n  /** Packs adopted by the org / course (already validated + activated). */\n  packs: FrameworkPack[];\n  /** Lesson grade level or band, canonical numeric (single grade or [min,max]). */\n  gradeBand: [number, number] | number;\n  /** Lesson topic text: title + concept names + keywords. Matched against statement keywords + texts. */\n  topicText: string;\n  /** Optional explicit ontora concept codes for the lesson (concept_code from MilestoneInput). */\n  conceptCodes?: string[];\n  /** Hard cap on injected statements to protect the context budget. */\n  maxStatements?: number;\n}\n\nexport interface SelectedStatement {\n  packId: string;\n  statement: FrameworkStatement;\n  score: number;\n  matchedBy: Array<'band' | 'keyword' | 'concept' | 'text'>;\n}\n\nconst DEFAULT_MAX_STATEMENTS = 20;\n\nfunction normalizeBand(band: [number, number] | number): [number, number] {\n  return Array.isArray(band) ? band : [band, band];\n}\n\nfunction tokenize(text: string | undefined | null): Set<string> {\n  if (!text) return new Set();\n  return new Set(\n    text\n      .toLowerCase()\n      .replace(/[^\\p{L}\\p{N}\\s]/gu, ' ')\n      .split(/\\s+/)\n      .filter((w) => w.length > 2)\n  );\n}\n\n/**\n * Rank + select statements for a lesson.\n * Scoring: band overlap is a GATE (statements outside the grade are dropped),\n * keyword/concept/text overlap is the ranking signal.\n */\nexport function selectStatementsForLesson(input: StandardsSelectionInput): SelectedStatement[] {\n  const max = input.maxStatements ?? DEFAULT_MAX_STATEMENTS;\n  const lessonBand = normalizeBand(input.gradeBand);\n  const lessonTokens = tokenize(input.topicText);\n  const conceptSet = new Set((input.conceptCodes ?? []).map((c) => c.toUpperCase().trim()).filter(Boolean));\n\n  const candidates: SelectedStatement[] = [];\n\n  for (const pack of input.packs) {\n    for (const statement of pack.statements) {\n      // Band gate: must overlap the lesson band\n      const [sMin, sMax] = statement.gradeBand;\n      const overlaps = Math.max(sMin, lessonBand[0]) <= Math.min(sMax, lessonBand[1]);\n      if (!overlaps) continue;\n\n      const matchedBy: SelectedStatement['matchedBy'] = ['band'];\n      let score = 1;\n\n      // Keyword match (primary signal — keywords are REQUIRED to be dense by pack lint)\n      const kwTokens = new Set(statement.keywords.map((k) => k.toLowerCase()));\n      let kwHits = 0;\n      for (const t of lessonTokens) if (kwTokens.has(t)) kwHits++;\n      if (kwHits > 0) {\n        matchedBy.push('keyword');\n        score += 2 + kwHits * 0.5;\n      }\n\n      // Concept code match (statement keyword equals an ontora concept code)\n      if (conceptSet.size > 0) {\n        for (const k of statement.keywords) {\n          if (conceptSet.has(k.toUpperCase().replace(/\\s+/g, '_'))) {\n            matchedBy.push('concept');\n            score += 3;\n            break;\n          }\n        }\n      }\n\n      // Raw text-token overlap (fallback signal)\n      let textHits = 0;\n      for (const lang of Object.keys(statement.texts)) {\n        const st = tokenize(statement.texts[lang]);\n        for (const t of lessonTokens) if (st.has(t)) textHits++;\n      }\n      if (textHits >= 2) {\n        matchedBy.push('text');\n        score += Math.min(2, textHits * 0.2);\n      }\n\n      if (score > 1) candidates.push({ packId: pack.manifest.id, statement, score, matchedBy });\n    }\n  }\n\n  return candidates.sort((a, b) => b.score - a.score).slice(0, max);\n}\n\n/**\n * Render the STANDARDS CONTEXT prompt block (verbatim statements + binding rules).\n * Mirrors the shape of the proven CUMULATIVE CONTEXT block in lessonMasterPrompt.\n */\nexport function buildStandardsContextBlock(selected: SelectedStatement[], opts?: { language?: string }): string {\n  if (selected.length === 0) return '';\n\n  const lang = opts?.language;\n  const rows = selected\n    .map(({ packId, statement }) => {\n      const text = (lang && statement.texts[lang]) || Object.values(statement.texts)[0];\n      const band = statement.gradeBand[0] === statement.gradeBand[1] ? `L${statement.gradeBand[0]}` : `L${statement.gradeBand[0]}-L${statement.gradeBand[1]}`;\n      return `- [${packId}:${statement.id} | ${band}] \"${text}\"`;\n    })\n    .join('\\n');\n\n  return [\n    '# STANDARDS CONTEXT (SOURCE OF TRUTH — VERBATIM STATEMENTS)',\n    '',\n    'The statements below are COPIED VERBATIM from official/framework standard documents adopted for this course.',\n    'They are BINDING targets, not suggestions:',\n    '- Every Learning Objective you write MUST be anchored to one or more statement IDs above via standardRefs.',\n    '- You MUST use ONLY statement IDs from this list. NEVER invent, paraphrase IDs, or cite standards not present here.',\n    '- The statement TEXT is the required destination: activities and assessments must demonstrably lead a learner to it.',\n    '- The statement is the DESTINATION, not a script: you may extend beyond it, but you may not skip or contradict it.',\n    '',\n    '## Statement list',\n    rows,\n  ].join('\\n');\n}\n\n/**\n * One-call convenience: packs + lesson info → context block (empty string if nothing matches).\n */\nexport function buildStandardsContext(\n  input: StandardsSelectionInput & { language?: string }\n): { block: string; selected: SelectedStatement[] } {\n  const selected = selectStatementsForLesson(input);\n  return { block: buildStandardsContextBlock(selected, { language: input.language }), selected };\n}\n","import type { FrameworkPack } from './frameworkPackSchema';\n\n/**\n * Standards Coverage Gate — Verification layer (tầng 3 của cơ chế bám chuẩn).\n *\n * Deterministic coverage matrix across the generation chain:\n *   standard statement → learning objective → lesson activities → quiz questions\n *\n * Philosophy: \"bám chuẩn\" must be enforced by CODE, not by prompt goodwill.\n * A statement mapped with kind=\"covers\" that has no LO / no activity / no\n * assessment = a compliance hole, reported with an actionable repair hint.\n *\n * Pure function over already-generated artifacts. No LLM, no I/O.\n */\n\nexport interface CoverageGateInput {\n  packs: FrameworkPack[];\n  /** Learning objectives as generated (code + optional standardRefs anchoring). */\n  objectives: Array<{\n    code: string;\n    standardRefs?: string[];\n    conceptRefs?: string[];\n  }>;\n  /** activitySequence rows of the lesson (lo codes link activities to LOs). Optional: omitted when no structured activity-LO linkage is available. */\n  activities?: Array<{ seq?: number; lo: string[] }>;\n  /** Quiz questions; each links to assessment objectives → alignedLO. */\n  quizQuestions: Array<{ alignedLO?: string; alignedAO?: string }>;\n  /** Assessment objectives table (AO → alignedLO). Questions may reference AOs only. */\n  assessmentObjectives?: Array<{ aoCode: string; alignedLO: string }>;\n}\n\nexport interface StatementCoverageRow {\n  packId: string;\n  statementId: string;\n  statementText: string;\n  status: 'COVERED' | 'PARTIAL' | 'UNCOVERED' | 'UNMAPPED';\n  objectives: string[];\n  hasActivity: boolean;\n  hasAssessment: boolean;\n  issues: string[];\n}\n\nexport interface CoverageGateReport {\n  verdict: 'PASS' | 'WARN' | 'FAIL';\n  coveragePct: number;\n  unresolvedCount?: number;\n  hasUnresolvedRefs?: boolean;\n  rows: StatementCoverageRow[];\n  summary: string;\n  rawMarkdownReport: string;\n}\n\n/** statementRef formats accepted in standardRefs: \"1B-AP-10\" or \"csta-k12-2017:1B-AP-10\". */\nfunction resolveStatementRef(ref: string, packs: FrameworkPack[]): { pack: FrameworkPack; statementId: string } | null {\n  const [head, ...rest] = ref.split(':');\n  const candidatePacks = rest.length > 0 ? packs.filter((p) => p.manifest.id === head) : packs;\n  const statementId = rest.length > 0 ? rest.join(':') : ref;\n  for (const p of candidatePacks) {\n    if (p.statements.some((s) => s.id === statementId)) return { pack: p, statementId };\n  }\n  return null;\n}\n\nexport function evaluateStandardsCoverage(input: CoverageGateInput): CoverageGateReport {\n  const rows: StatementCoverageRow[] = [];\n\n  // AO → LO resolution map\n  const aoToLo = new Map<string, string>();\n  for (const ao of input.assessmentObjectives ?? []) aoToLo.set(ao.aoCode, ao.alignedLO);\n\n  // LO → covered statements (explicit anchors)\n  const loToRefs = new Map<string, Set<string>>();\n  for (const lo of input.objectives) {\n    loToRefs.set(lo.code, new Set(lo.standardRefs ?? []));\n  }\n\n  // LOs actually taught (activities) and assessed (quiz, via direct alignedLO or AO table)\n  const taughtLOs = new Set<string>();\n  for (const act of input.activities ?? []) for (const lo of act.lo) taughtLOs.add(lo);\n  const assessedLOs = new Set<string>();\n  for (const q of input.quizQuestions) {\n    if (q.alignedLO) assessedLOs.add(q.alignedLO);\n    if (q.alignedAO) {\n      const lo = aoToLo.get(q.alignedAO);\n      if (lo) assessedLOs.add(lo);\n    }\n  }\n\n  for (const pack of input.packs) {\n    const mappingByStatement = new Map<string, string>();\n    for (const m of pack.mappings ?? []) {\n      // first mapping wins for kind resolution; \"covers\" beats \"partial\" beats \"extends\"\n      const prev = mappingByStatement.get(m.statementId);\n      if (!prev || (prev !== 'covers' && m.kind === 'covers') || (prev === 'extends' && m.kind !== 'extends')) {\n        mappingByStatement.set(m.statementId, m.kind);\n      }\n    }\n\n    for (const statement of pack.statements) {\n      const refFull = `${pack.manifest.id}:${statement.id}`;\n      const issues: string[] = [];\n\n      // Objectives anchored to this statement\n      const los = input.objectives\n        .filter((lo) => (lo.standardRefs ?? []).some((r) => r === statement.id || r === refFull))\n        .map((lo) => lo.code);\n\n      const kind = mappingByStatement.get(statement.id);\n      const hasMapping = kind !== undefined;\n      const isComplianceRelevant = kind === 'covers';\n\n      const hasActivity = los.some((lo) => taughtLOs.has(lo));\n      const hasAssessment = los.some((lo) => assessedLOs.has(lo));\n\n      let status: StatementCoverageRow['status'];\n      if (!hasMapping) status = 'UNMAPPED';\n      else if (!isComplianceRelevant) status = 'PARTIAL';\n      else if (los.length > 0 && hasActivity && hasAssessment) status = 'COVERED';\n      else status = 'UNCOVERED';\n\n      if (status === 'UNCOVERED') {\n        if (los.length === 0) issues.push('No learning objective anchors this statement (missing standardRefs).');\n        else {\n          if (!hasActivity) issues.push(`Anchored LO(s) ${los.join(', ')} have no activity in lesson flow.`);\n          if (!hasAssessment) issues.push(`Anchored LO(s) ${los.join(', ')} are not measured by any quiz question.`);\n        }\n      }\n\n      rows.push({\n        packId: pack.manifest.id,\n        statementId: statement.id,\n        statementText: Object.values(statement.texts)[0] ?? '',\n        status,\n        objectives: los,\n        hasActivity,\n        hasAssessment,\n        issues,\n      });\n    }\n  }\n\n  // Unresolvable refs (typo / hallucinated IDs) — reported as issues on no row\n  for (const lo of input.objectives) {\n    for (const r of lo.standardRefs ?? []) {\n      if (!resolveStatementRef(r, input.packs)) {\n        rows.push({\n          packId: '(unresolved)',\n          statementId: r,\n          statementText: '',\n          status: 'UNCOVERED',\n          objectives: [lo.code],\n          hasActivity: false,\n          hasAssessment: false,\n          issues: [`standardRef \"${r}\" does not exist in any adopted pack — likely a hallucinated or stale ID`],\n        });\n      }\n    }\n  }\n\n  // Valid compliance rows only (exclude unresolved and non-covered/unmapped/partial)\n  const validRows = rows.filter((r) => r.packId !== '(unresolved)');\n  const complianceRows = validRows.filter((r) => r.status !== 'UNMAPPED' && r.status !== 'PARTIAL');\n  const covered = complianceRows.filter((r) => r.status === 'COVERED').length;\n  const coveragePct = complianceRows.length === 0 ? 100 : Math.round((covered / complianceRows.length) * 100);\n  const unresolvedCount = rows.filter((r) => r.packId === '(unresolved)').length;\n  const hasUnresolvedRefs = unresolvedCount > 0;\n\n  const verdict: CoverageGateReport['verdict'] =\n    unresolvedCount > 0 || coveragePct < 60 ? 'FAIL' : coveragePct < 100 ? 'WARN' : 'PASS';\n\n  const lines: string[] = [\n    '# Standards Coverage Report',\n    '',\n    `- Verdict: **${verdict}**`,\n    `- Compliance coverage: **${coveragePct}%** (${covered}/${complianceRows.length} \"covers\" statements fully taught + assessed)`,\n    `- Unresolved standardRefs: ${unresolvedCount}`,\n    '',\n    '| Pack | Statement | Status | LOs | Activity | Assessment |',\n    '|---|---|---|---|---|---|',\n    ...rows.map(\n      (r) =>\n        `|${r.packId}|${r.statementId}|${r.status}|${r.objectives.join(', ') || '—'}|${r.hasActivity ? '✓' : '✗'}|${r.hasAssessment ? '✓' : '✗'}|`\n    ),\n  ];\n  const issueLines = rows.filter((r) => r.issues.length > 0).flatMap((r) => r.issues.map((i) => `- [${r.packId}:${r.statementId}] ${i}`));\n  if (issueLines.length > 0) lines.push('', '## Issues', ...issueLines);\n\n  return {\n    verdict,\n    coveragePct,\n    unresolvedCount,\n    hasUnresolvedRefs,\n    rows,\n    summary: `Standards coverage ${coveragePct}% — verdict ${verdict}`,\n    rawMarkdownReport: lines.join('\\n'),\n  };\n}\n","import { createClient, type SupabaseClient } from '@supabase/supabase-js';\nimport {\n  FrameworkPackSchema,\n  type FrameworkPack,\n  type FrameworkMapping,\n  type FrameworkStatement,\n} from './frameworkPackSchema';\n\n/**\n * Standards Registry Adapter — Supabase-backed runtime plane for Framework Packs.\n *\n * Read path (generation): loadPacksForCourse() → FrameworkPack[] hydrated from\n *   standards_frameworks + standards_statements + standards_mappings (+ overrides\n *   applied with resolution order override > pack-embedded, 'retired' removes).\n * Write path (intake): importPack() persists a validated pack; adopt/deprecate\n *   manage lifecycle. Write access uses a service-role client (intake runs\n *   server-side); RLS governs client-side reads.\n */\n\nexport interface StandardsRegistryConfig {\n  supabaseUrl?: string;\n  supabaseServiceRoleKey?: string;\n  supabaseAnonKey?: string;\n  client?: SupabaseClient;\n}\n\nexport interface HydratedPack extends FrameworkPack {\n  /** DB id of the standards_frameworks row */\n  dbId: string;\n  status: 'draft' | 'active' | 'deprecated';\n  organizationCode: string | null;\n}\n\nexport interface ImportPackResult {\n  frameworkDbId: string;\n  statementsInserted: number;\n  mappingsInserted: number;\n}\n\nexport class StandardsRegistryAdapter {\n  private client: SupabaseClient;\n\n  constructor(config: StandardsRegistryConfig = {}) {\n    if (config.client) {\n      this.client = config.client;\n      return;\n    }\n    const url = config.supabaseUrl || process.env.NEXT_PUBLIC_SUPABASE_URL || process.env.SUPABASE_URL || '';\n    const key =\n      config.supabaseServiceRoleKey ||\n      process.env.SUPABASE_SERVICE_ROLE_KEY ||\n      config.supabaseAnonKey ||\n      process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY ||\n      '';\n    if (!url || !key) {\n      throw new Error('StandardsRegistryAdapter: Supabase URL/key missing (pass client or env).');\n    }\n    this.client = createClient(url, key);\n  }\n\n  // ─── Intake (write path — service role) ───────────────────────────────────\n\n  /** Persist a schema-validated pack as a new framework (status=draft). */\n  async importPack(pack: FrameworkPack, opts?: { organizationCode?: string | null; createdBy?: string; originalFilePath?: string }): Promise<ImportPackResult> {\n    const parsed = FrameworkPackSchema.safeParse(pack);\n    if (!parsed.success) {\n      throw new Error('importPack: pack failed schema validation: ' + parsed.error.issues.map((i) => i.path.join('.') + ': ' + i.message).join('; '));\n    }\n    const p = parsed.data;\n\n    const { data: fw, error: fwErr } = await this.client\n      .from('standards_frameworks')\n      .insert({\n        pack_id: p.manifest.id,\n        content_version: p.manifest.contentVersion,\n        name: p.manifest.name,\n        spec_version: p.manifest.specVersion,\n        subject: p.manifest.subject,\n        languages: p.manifest.languages,\n        grade_model: p.manifest.gradeModel,\n        provenance: p.manifest.provenance,\n        trust: p.manifest.trust,\n        status: 'draft',\n        organization_code: opts?.organizationCode ?? (p.manifest.trust === 'verified' ? null : p.manifest.provenance.importedBy?.replace(/^org:/, '') || null),\n        original_file_path: opts?.originalFilePath ?? null,\n        created_by: opts?.createdBy ?? null,\n      })\n      .select('id')\n      .single();\n    if (fwErr) throw new Error('importPack: framework insert failed: ' + fwErr.message);\n\n    const frameworkId = fw.id as string;\n\n    const statementRows = p.statements.map((s: FrameworkStatement) => ({\n      framework_id: frameworkId,\n      statement_id: s.id,\n      parent_statement_id: s.parentId ?? null,\n      grade_min: s.gradeBand[0],\n      grade_max: s.gradeBand[1],\n      texts: s.texts,\n      classifications: s.classifications ?? [],\n      bloom_hint: s.bloomHint ?? null,\n      keywords: s.keywords ?? [],\n      source_ref: s.sourceRef ?? null,\n      provenance: s.provenance,\n    }));\n\n    const { error: stErr, count: stCount } = await this.client\n      .from('standards_statements')\n      .insert(statementRows, { count: 'exact' });\n    if (stErr) throw new Error('importPack: statement insert failed: ' + stErr.message);\n\n    let mappingCount = 0;\n    if (p.mappings && p.mappings.length > 0) {\n      const mappingRows = p.mappings.map((m: FrameworkMapping) => ({\n        framework_id: frameworkId,\n        statement_id: m.statementId,\n        target_ref: m.targetRef,\n        kind: m.kind,\n        confidence: m.confidence,\n        provenance: m.provenance,\n      }));\n      const { error: mpErr, count: mpCount } = await this.client\n        .from('standards_mappings')\n        .insert(mappingRows, { count: 'exact' });\n      if (mpErr) throw new Error('importPack: mapping insert failed: ' + mpErr.message);\n      mappingCount = mpCount ?? mappingRows.length;\n    }\n\n    return { frameworkDbId: frameworkId, statementsInserted: stCount ?? statementRows.length, mappingsInserted: mappingCount };\n  }\n\n  /** Activate a draft framework (immutable version is now live). */\n  async activatePack(frameworkDbId: string): Promise<void> {\n    const { error } = await this.client\n      .from('standards_frameworks')\n      .update({ status: 'active' })\n      .eq('id', frameworkDbId)\n      .eq('status', 'draft');\n    if (error) throw new Error('activatePack failed: ' + error.message);\n  }\n\n  async deprecatePack(frameworkDbId: string): Promise<void> {\n    const { error } = await this.client\n      .from('standards_frameworks')\n      .update({ status: 'deprecated' })\n      .eq('id', frameworkDbId);\n    if (error) throw new Error('deprecatePack failed: ' + error.message);\n  }\n\n  async adoptPack(frameworkDbId: string, organizationCode: string, adoptedBy?: string): Promise<void> {\n    const { error } = await this.client.from('standards_org_adoptions').upsert(\n      { framework_id: frameworkDbId, organization_code: organizationCode, adopted_by: adoptedBy ?? null },\n      { onConflict: 'organization_code,framework_id' }\n    );\n    if (error) throw new Error('adoptPack failed: ' + error.message);\n  }\n\n  // ─── Runtime (read path — generation) ─────────────────────────────────────\n\n  /**\n   * Load all packs usable by an org: platform packs (verified, org IS NULL) +\n   * org packs + org adoptions. Hydrated into the same FrameworkPack shape the\n   * in-memory Phase-1 components consume (injector / coverage gate / judge).\n   */\n  async loadPacksForOrg(organizationCode: string | null): Promise<HydratedPack[]> {\n    // Visible frameworks = platform (org NULL, active) OR org-owned OR adopted\n    let query = this.client\n      .from('standards_frameworks')\n      .select('*, standards_org_adoptions(organization_code)')\n      .eq('status', 'active');\n    const { data: frameworks, error } = await query;\n    if (error) throw new Error('loadPacksForOrg: ' + error.message);\n\n    const visible = (frameworks ?? []).filter((f: any) => {\n      const own = f.organization_code && organizationCode && f.organization_code === organizationCode;\n      const global = !f.organization_code;\n      const adopted = organizationCode && (f.standards_org_adoptions ?? []).some((a: any) => a.organization_code === organizationCode);\n      return global || own || adopted;\n    });\n\n    if (visible.length === 0) return [];\n\n    const ids = visible.map((f: any) => f.id);\n    const [{ data: statements, error: stErr }, { data: mappings, error: mpErr }, { data: overrides, error: ovErr }] = await Promise.all([\n      this.client.from('standards_statements').select('*').in('framework_id', ids),\n      this.client.from('standards_mappings').select('*').in('framework_id', ids),\n      this.client.from('standards_mapping_overrides').select('*').in('framework_id', ids),\n    ]);\n    if (stErr) throw new Error('loadPacksForOrg statements: ' + stErr.message);\n\n    const overridesByFw = new Map<string, any[]>();\n    for (const o of overrides ?? []) {\n      const list = overridesByFw.get(o.framework_id) ?? [];\n      list.push(o);\n      overridesByFw.set(o.framework_id, list);\n    }\n\n    return visible.map((f: any) => {\n      const stmts = (statements ?? [])\n        .filter((s: any) => s.framework_id === f.id)\n        .map((s: any) => ({\n          id: s.statement_id,\n          parentId: s.parent_statement_id ?? undefined,\n          gradeBand: [s.grade_min, s.grade_max] as [number, number],\n          texts: s.texts,\n          classifications: s.classifications ?? [],\n          bloomHint: s.bloom_hint ?? undefined,\n          keywords: s.keywords ?? [],\n          sourceRef: s.source_ref ?? undefined,\n          provenance: s.provenance ?? { method: 'imported' },\n        }));\n\n      // Resolution order: override (unless retired) > pack-embedded\n      const ov = overridesByFw.get(f.id) ?? [];\n      const retired = new Set(ov.filter((o: any) => o.kind === 'retired').map((o: any) => o.statement_id + '|' + o.target_ref));\n      const embedded: FrameworkMapping[] = (mappings ?? [])\n        .filter((m: any) => m.framework_id === f.id)\n        .map((m: any) => ({\n          statementId: m.statement_id,\n          targetRef: m.target_ref,\n          kind: m.kind,\n          confidence: Number(m.confidence),\n          provenance: m.provenance ?? { method: 'imported' },\n        }));\n      const overlay: FrameworkMapping[] = ov\n        .filter((o: any) => o.kind !== 'retired')\n        .map((o: any) => ({\n          statementId: o.statement_id,\n          targetRef: o.target_ref,\n          kind: o.kind,\n          confidence: Number(o.confidence),\n          provenance: { method: 'human', reviewedBy: o.created_by ?? 'overlay', note: o.note ?? undefined },\n        }));\n\n      const bridge = new Map<string, FrameworkMapping>();\n      for (const m of embedded) bridge.set(m.statementId + '|' + m.targetRef, m);\n      for (const m of overlay) bridge.set(m.statementId + '|' + m.targetRef, m);\n      const finalMappings = [...bridge.values()].filter((m) => !retired.has(m.statementId + '|' + m.targetRef));\n\n      const hydrated = FrameworkPackSchema.safeParse({\n        manifest: {\n          id: f.pack_id,\n          name: f.name,\n          specVersion: f.spec_version || '1.0',\n          contentVersion: f.content_version,\n          subject: f.subject,\n          languages: f.languages,\n          gradeModel: f.grade_model,\n          provenance: f.provenance,\n          trust: f.trust,\n        },\n        statements: stmts,\n        mappings: finalMappings,\n      });\n      if (!hydrated.success) {\n        throw new Error('loadPacksForOrg: hydrated pack \"' + f.pack_id + '\" failed schema: ' + hydrated.error.issues[0]?.message);\n      }\n\n      return { ...hydrated.data, dbId: f.id, status: f.status, organizationCode: f.organization_code ?? null } as HydratedPack;\n    });\n  }\n}\n","import type { FrameworkPack } from '../standards/frameworkPackSchema';\n\n/**\n * Deterministic STANDARD_STACK.md generator (Phase 2).\n *\n * Replaces the old anti-pattern where @researcher was asked to \"cite authentic\n * standards\" from memory (hallucinated IDs). The SOT document is now RENDERED\n * from the Standards Registry packs adopted for the course — verbatim statements,\n * canonical IDs, zero LLM involvement.\n */\nexport interface StandardStackOptions {\n  projectId: string;\n  packs: FrameworkPack[];\n  /** Overall course grade band (canonical numeric) for coverage scoping. */\n  courseGradeBand?: [number, number];\n  language?: string;\n}\n\nfunction bandLabel(band: readonly number[]): string {\n  return band[0] === band[1] ? `L${band[0]}` : `L${band[0]}–L${band[1]}`;\n}\n\nexport function buildStandardStackMarkdown(opts: StandardStackOptions): string {\n  const { projectId, packs, courseGradeBand, language } = opts;\n  const lines: string[] = [];\n\n  lines.push('---');\n  lines.push(`id: \"${projectId.toUpperCase()}-STANDARD-STACK\"`);\n  lines.push(`title: \"Standard Stack: ${projectId}\"`);\n  lines.push('type: \"STANDARD_STACK\"');\n  lines.push('phase: \"P1\"');\n  lines.push('version: \"v2.0-deterministic\"');\n  lines.push(`generatedAt: \"${new Date().toISOString()}\"`);\n  lines.push('source: \"Standards Registry (deterministic render — not LLM-generated)\"');\n  lines.push('---');\n  lines.push('');\n  lines.push('# STANDARD STACK — Hệ tiêu chuẩn tham chiếu');\n  lines.push('');\n\n  if (packs.length === 0) {\n    // Kit SOT audit 2026-09-30: the empty-pack path used to emit ONLY a\n    // blockquote — zero `##` headings — so the section-aware context parser\n    // (H2-boundary based) returned 0 sections for the whole document and\n    // STANDARD_STACK was invisible to every downstream excerpt. A fallback\n    // MUST still render a parseable section structure.\n    lines.push('## Khung Tiêu Chuẩn Tham Chiếu (Fallback — No Pack Adopted)');\n    lines.push('');\n    lines.push('> ⚠️ No Framework Pack adopted for this course. Generation will run WITHOUT standards grounding');\n    lines.push('> (no statement anchoring, no Standards Alignment judge dimension, no coverage gate).');\n    lines.push('> Import a pack via the Standards Registry before generating for standards-bound courses.');\n    lines.push('');\n    lines.push('### Trạng Thái Tiêu Chuẩn');\n    lines.push('');\n    lines.push('| Pack ID | Trust | Statements | Trạng thái |');\n    lines.push('|---|---|---|---|');\n    lines.push('| (none) | — | 0 | ⚠️ Chưa import Framework Pack nào từ Standards Registry |');\n    lines.push('');\n    lines.push('### Hướng Dẫn Khắc Phục');\n    lines.push('');\n    lines.push('- Import ít nhất một Framework Pack (ví dụ CSTA K-12 CS, ACM/IEEE CS2023) qua Standards Registry để STANDARD_STACK chứa các statement verbatim làm mốc đối chiếu.');\n    lines.push('- Khi chưa có pack: mọi trích dẫn tiêu chuẩn trong artifact sinh sau đó phải được đánh dấu là UNVERIFIED — không được trình bày như chuẩn chính thức.');\n    return lines.join('\\n');\n  }\n\n  for (const pack of packs) {\n    const m = pack.manifest;\n    lines.push(`## ${m.name}`);\n    lines.push('');\n    lines.push(`- **Pack ID:** \\`${m.id}\\` (content ${m.contentVersion}, contract v${m.specVersion})`);\n    lines.push(`- **Trust:** ${m.trust} — ${m.trust === 'verified' ? 'platform-curated' : 'org-imported'}`);\n    lines.push(`- **Nguồn:** ${m.provenance.sourceRef}${m.provenance.sourceUrl ? ' (' + m.provenance.sourceUrl + ')' : ''}`);\n    lines.push(`- **License:** ${m.provenance.license}`);\n    lines.push(`- **Grade range (manifest):** ${bandLabel(m.gradeModel.range)}`);\n    lines.push('');\n    lines.push('### Statements (verbatim — binding targets)');\n    lines.push('');\n    lines.push('| ID | Band | Text (verbatim) | Keywords |');\n    lines.push('|---|---|---|---|');\n\n    const statements = courseGradeBand\n      ? pack.statements.filter((s) => Math.max(s.gradeBand[0], courseGradeBand[0]) <= Math.min(s.gradeBand[1], courseGradeBand[1]))\n      : pack.statements;\n\n    for (const s of statements) {\n      const text = (language && s.texts[language]) || Object.values(s.texts)[0];\n      const mapped = (pack.mappings ?? []).filter((mp) => mp.statementId === s.id);\n      const mapNote = mapped.length > 0 ? ` → ${mapped.map((mp) => mp.targetRef + ' (' + mp.kind + ')').join(', ')}` : '';\n      lines.push(`| \\`${s.id}\\` | ${bandLabel(s.gradeBand)} | ${text.replace(/\\|/g, '\\\\|')} | ${(s.keywords || []).join(', ')}${mapNote ? ' |' + mapNote : ' |'}`);\n    }\n    lines.push('');\n  }\n\n  lines.push('---');\n  lines.push('');\n  lines.push('*Document rendered deterministically from the Standards Registry. Statement texts are COPIED VERBATIM from the cited sources and are binding for generation, judging, and coverage reporting.*');\n  return lines.join('\\n');\n}\n","{\n  \"manifest\": {\n    \"id\": \"csta-pk12-2026\",\n    \"name\": \"CSTA PK–12 Computer Science Standards (2026)\",\n    \"specVersion\": \"1.0\",\n    \"contentVersion\": \"2026.1\",\n    \"subject\": \"computing\",\n    \"languages\": [\n      \"en\"\n    ],\n    \"gradeModel\": {\n      \"type\": \"grades\",\n      \"range\": [\n        0,\n        12\n      ]\n    },\n    \"provenance\": {\n      \"sourceRef\": \"2026 CSTA PK–12 Computer Science Standards, CSTA & WestEd\",\n      \"sourceUrl\": \"https://csteachers.org/pk12standards/\",\n      \"license\": \"CC BY-NC-SA 4.0\",\n      \"importedBy\": \"platform\",\n      \"importedAt\": \"2026-09-12T00:00:00.000Z\"\n    },\n    \"trust\": \"verified\"\n  },\n  \"statements\": [\n    {\n      \"id\": \"EK-ALG-PS-01\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Carry out algorithms in daily activities.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"carry\",\n        \"algorithms\",\n        \"daily\",\n        \"activities\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-ALG-ML-02\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Recognize attributes of objects to notice patterns and make decisions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"recognize\",\n        \"attributes\",\n        \"objects\",\n        \"notice\",\n        \"patterns\",\n        \"decisions\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-ALG-ML-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-ALG-IM-03\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Describe how people create algorithms to solve problems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"describe\",\n        \"people\",\n        \"create\",\n        \"algorithms\",\n        \"solve\",\n        \"problems\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-ALG-IM-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-PRO-PD-04\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Create a sequence of commands to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"create\",\n        \"sequence\",\n        \"commands\",\n        \"solve\",\n        \"problem\",\n        \"express\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-PRO-PD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-PRO-VD-05\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Identify everyday gestures and symbols that represent information people use to make choices.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"identify\",\n        \"everyday\",\n        \"gestures\",\n        \"symbols\",\n        \"represent\",\n        \"information\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-PRO-VD-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-PRO-RD-06\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Describe how a sequence of commands completes a task.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"describe\",\n        \"sequence\",\n        \"commands\",\n        \"completes\",\n        \"task\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-PRO-RD-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-PRO-TR-07\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Identify a step in a sequence of commands that does not work as expected.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"identify\",\n        \"step\",\n        \"sequence\",\n        \"commands\",\n        \"does\",\n        \"work\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-PRO-TR-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-DAT-DC-08\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Use collected data to help answer questions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"collected\",\n        \"data\",\n        \"help\",\n        \"answer\",\n        \"questions\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-DAT-DC-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-DAT-DI-09\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Investigate a question that can be answered by collecting data in students’ everyday environments.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"investigate\",\n        \"question\",\n        \"answered\",\n        \"collecting\",\n        \"data\",\n        \"students\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-DAT-DI-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-DAT-IM-10\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Investigate how data can help a person make informed decisions in everyday life.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"investigate\",\n        \"data\",\n        \"help\",\n        \"person\",\n        \"informed\",\n        \"decisions\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-DAT-IM-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-SYS-HW-11\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Examine the use of tools to accomplish a task or solve a problem for different users.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"examine\",\n        \"tools\",\n        \"accomplish\",\n        \"task\",\n        \"solve\",\n        \"problem\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-SYS-HW-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-SYS-SE-12\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Differentiate between public and private information.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"differentiate\",\n        \"between\",\n        \"public\",\n        \"private\",\n        \"information\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-SYS-SE-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-SYS-IM-13\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Identify responsible behavior when using computing systems and digital tools.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"identify\",\n        \"responsible\",\n        \"behavior\",\n        \"computing\",\n        \"systems\",\n        \"digital\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-SYS-IM-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-SOC-HI-14\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Identify computing technologies used in daily life that have changed over time.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"identify\",\n        \"computing\",\n        \"technologies\",\n        \"used\",\n        \"daily\",\n        \"life\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-SOC-HI-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"EK-SOC-HU-15\",\n      \"gradeBand\": [\n        0,\n        0\n      ],\n      \"texts\": {\n        \"en\": \"Explain that people design and develop computing technologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & 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\"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"identify\",\n        \"people\",\n        \"digital\",\n        \"devices\",\n        \"home\",\n        \"school\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, EK-SOC-CE-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-ALG-PS-01\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Decompose a problem or task into individual parts to develop an algorithm.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"decompose\",\n        \"problem\",\n        \"task\",\n        \"into\",\n        \"individual\",\n        \"parts\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-ALG-ML-02\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Recognize that AI systems are technologies that use patterns in data to make decisions or generate new things.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"recognize\",\n        \"systems\",\n        \"technologies\",\n        \"patterns\",\n        \"data\",\n        \"decisions\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-ALG-ML-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-ALG-IM-03\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Explain how a change to an algorithm leads to a different outcome.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"explain\",\n        \"change\",\n        \"algorithm\",\n        \"leads\",\n        \"different\",\n        \"outcome\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-ALG-IM-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-PRO-PD-04\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Create code from an algorithm that includes sequence to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"create\",\n        \"code\",\n        \"algorithm\",\n        \"includes\",\n        \"sequence\",\n        \"solve\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-PRO-PD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-PRO-VD-05\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Identify terms that refer to data values that change over time in everyday life.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"identify\",\n        \"terms\",\n        \"refer\",\n        \"data\",\n        \"values\",\n        \"change\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-PRO-VD-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-PRO-RD-06\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Explain the function of code that includes an event and sequence.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"explain\",\n        \"function\",\n        \"code\",\n        \"includes\",\n        \"event\",\n        \"sequence\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-PRO-RD-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-PRO-TR-07\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Debug a program that includes a sequence of commands.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"debug\",\n        \"program\",\n        \"includes\",\n        \"sequence\",\n        \"commands\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-PRO-TR-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-DAT-DC-08\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Use multiple methods to collect both numeric and non-numeric data to help answer questions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"multiple\",\n        \"methods\",\n        \"collect\",\n        \"both\",\n        \"numeric\",\n        \"nonnumeric\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-DAT-DC-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-DAT-DI-09\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Compare a question that can be answered through a data investigation and a question that can be answered through other means.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"compare\",\n        \"question\",\n        \"answered\",\n        \"through\",\n        \"data\",\n        \"investigation\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-DAT-DI-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-DAT-IM-10\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Examine a variety of data questions that address the needs of a person or community.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"examine\",\n        \"variety\",\n        \"data\",\n        \"questions\",\n        \"address\",\n        \"needs\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-DAT-IM-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-SYS-HW-11\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Describe the purpose of basic hardware components of a computing system, using accurate terminology.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"describe\",\n        \"purpose\",\n        \"basic\",\n        \"hardware\",\n        \"components\",\n        \"computing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-SYS-HW-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-SYS-SE-12\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Describe how to keep devices and online accounts safe from unauthorized access.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"describe\",\n        \"keep\",\n        \"devices\",\n        \"online\",\n        \"accounts\",\n        \"safe\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-SYS-SE-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-SYS-IM-13\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Describe an individual’s role in responsibly using computing systems and digital tools.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"describe\",\n        \"individuals\",\n        \"role\",\n        \"responsibly\",\n        \"computing\",\n        \"systems\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-SYS-IM-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-SOC-HI-14\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Compare how an everyday activity changed after a specific computing technology was introduced.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"compare\",\n        \"everyday\",\n        \"activity\",\n        \"changed\",\n        \"after\",\n        \"specific\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-SOC-HI-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-SOC-HU-15\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Differentiate between activities that humans do well and activities that computing technologies do well.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"differentiate\",\n        \"between\",\n        \"activities\",\n        \"humans\",\n        \"well\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-SOC-HU-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E1-SOC-CE-16\",\n      \"gradeBand\": [\n        1,\n        1\n      ],\n      \"texts\": {\n        \"en\": \"Describe how computing is used by people at home, at school, and in the community.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"describe\",\n        \"computing\",\n        \"used\",\n        \"people\",\n        \"home\",\n        \"school\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E1-SOC-CE-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-ALG-PS-01\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Create an algorithm that includes sequence, events, and iteration to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"create\",\n        \"algorithm\",\n        \"includes\",\n        \"sequence\",\n        \"events\",\n        \"iteration\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-ALG-ML-02\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Examine how data is used to train a machine learning model.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"examine\",\n        \"data\",\n        \"used\",\n        \"train\",\n        \"machine\",\n        \"learning\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-ALG-ML-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-ALG-IM-03\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Describe how an algorithm might impact peers in varied situations.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"describe\",\n        \"algorithm\",\n        \"might\",\n        \"impact\",\n        \"peers\",\n        \"varied\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-ALG-IM-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-PRO-PD-04\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Create code from an algorithm that includes sequence, events, and iteration to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"create\",\n        \"code\",\n        \"algorithm\",\n        \"includes\",\n        \"sequence\",\n        \"events\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-PRO-PD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-PRO-VD-05\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Label different representations of information with a name and whether its value is constant or changes.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"label\",\n        \"different\",\n        \"representations\",\n        \"information\",\n        \"name\",\n        \"whether\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-PRO-VD-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-PRO-RD-06\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Explain the steps taken to create a program.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"explain\",\n        \"steps\",\n        \"taken\",\n        \"create\",\n        \"program\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-PRO-RD-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-PRO-TR-07\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Debug a program that includes sequence, events, and iteration.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"debug\",\n        \"program\",\n        \"includes\",\n        \"sequence\",\n        \"events\",\n        \"iteration\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-PRO-TR-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-DAT-DC-08\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Compare numeric and non-numeric types of data in terms of how they are collected and what information they provide.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"compare\",\n        \"numeric\",\n        \"nonnumeric\",\n        \"types\",\n        \"data\",\n        \"terms\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-DAT-DC-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-DAT-DI-09\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Develop a question that can be answered with data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"develop\",\n        \"question\",\n        \"answered\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-DAT-DI-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-DAT-IM-10\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Distinguish between data collection approaches, including those that may lead to inaccurate or biased data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"distinguish\",\n        \"between\",\n        \"data\",\n        \"collection\",\n        \"approaches\",\n        \"including\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-DAT-IM-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-SYS-HW-11\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Explain how the basic hardware components of a computing system work together to perform input and output (I/O) operations.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"explain\",\n        \"basic\",\n        \"hardware\",\n        \"components\",\n        \"computing\",\n        \"system\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-SYS-HW-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-SYS-SE-12\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Explain how online actions have real-world consequences.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"explain\",\n        \"online\",\n        \"actions\",\n        \"have\",\n        \"realworld\",\n        \"consequences\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-SYS-SE-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-SYS-IM-13\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Describe the benefits and harms that arise from an individual’s use of computing systems and digital tools.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"describe\",\n        \"benefits\",\n        \"harms\",\n        \"arise\",\n        \"individuals\",\n        \"computing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-SYS-IM-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-SOC-HI-14\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the ways that people from different cultures, backgrounds, and time periods have designed computing technologies to help them solve problems and express ideas.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"analyze\",\n        \"ways\",\n        \"people\",\n        \"different\",\n        \"cultures\",\n        \"backgrounds\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-SOC-HI-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-SOC-HU-15\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Investigate situations where humans have created computing technologies to solve problems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"investigate\",\n        \"situations\",\n        \"where\",\n        \"humans\",\n        \"have\",\n        \"created\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-SOC-HU-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E2-SOC-CE-16\",\n      \"gradeBand\": [\n        2,\n        2\n      ],\n      \"texts\": {\n        \"en\": \"Investigate how personal interests connect to computing in different industries and careers.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"investigate\",\n        \"personal\",\n        \"interests\",\n        \"connect\",\n        \"computing\",\n        \"different\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E2-SOC-CE-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-ALG-PS-01\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Create an algorithm that includes a combination of sequence, events, iteration, and selection to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"create\",\n        \"algorithm\",\n        \"includes\",\n        \"combination\",\n        \"sequence\",\n        \"events\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-ALG-ML-02\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Investigate how a machine learning model can change when new data is added to a training set.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"investigate\",\n        \"machine\",\n        \"learning\",\n        \"model\",\n        \"change\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-ALG-ML-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-ALG-IM-03\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Compare how different algorithms may affect outcomes, situations, and people with a wide range of needs.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"compare\",\n        \"different\",\n        \"algorithms\",\n        \"affect\",\n        \"outcomes\",\n        \"situations\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-ALG-IM-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-PRO-PD-04\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Develop code from a student-created algorithm that includes a combination of sequence, events, iteration, and selection to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"develop\",\n        \"code\",\n        \"studentcreated\",\n        \"algorithm\",\n        \"includes\",\n        \"combination\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-PRO-PD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-PRO-PD-05\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Use constructive feedback to improve a program.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"constructive\",\n        \"feedback\",\n        \"improve\",\n        \"program\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-PRO-PD-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-PRO-VD-06\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Identify the variables being stored and manipulated in a program.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"identify\",\n        \"variables\",\n        \"being\",\n        \"stored\",\n        \"manipulated\",\n        \"program\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-PRO-VD-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-PRO-RD-07\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Articulate how a specific segment of code contributes to the overall purpose of a program.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"articulate\",\n        \"specific\",\n        \"segment\",\n        \"code\",\n        \"contributes\",\n        \"overall\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-PRO-RD-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-PRO-TR-08\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Debug a program that includes a combination of sequence, events, iteration, and selection.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"debug\",\n        \"program\",\n        \"includes\",\n        \"combination\",\n        \"sequence\",\n        \"events\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-PRO-TR-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-DAT-DC-09\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate numeric and non-numeric data for accuracy and completeness.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"evaluate\",\n        \"numeric\",\n        \"nonnumeric\",\n        \"data\",\n        \"accuracy\",\n        \"completeness\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-DAT-DC-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-DAT-DI-10\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Investigate a data question involving relationships between multiple attributes.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"investigate\",\n        \"data\",\n        \"question\",\n        \"involving\",\n        \"relationships\",\n        \"between\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-DAT-DI-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-DAT-IM-11\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Design a data collection process that addresses the needs of people from different backgrounds or groups.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"design\",\n        \"data\",\n        \"collection\",\n        \"process\",\n        \"addresses\",\n        \"needs\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-DAT-IM-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SYS-HW-12\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Describe the role of software in a computing system to accomplish tasks or solve problems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"describe\",\n        \"role\",\n        \"software\",\n        \"computing\",\n        \"system\",\n        \"accomplish\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SYS-HW-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SYS-SE-13\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how sharing information online might reveal personally identifiable information and other details.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"evaluate\",\n        \"sharing\",\n        \"information\",\n        \"online\",\n        \"might\",\n        \"reveal\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SYS-SE-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SYS-NT-14\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Explain how people access the internet to gain information and communicate with each other.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Networks\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"networks\",\n        \"explain\",\n        \"people\",\n        \"access\",\n        \"internet\",\n        \"gain\",\n        \"information\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SYS-NT-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SYS-IM-15\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Describe how widely used computing systems may impact an individual’s life and community.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"describe\",\n        \"widely\",\n        \"used\",\n        \"computing\",\n        \"systems\",\n        \"impact\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SYS-IM-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SOC-HI-16\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Examine how computing innovations have changed the ways people live, work, or communicate over time.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"examine\",\n        \"computing\",\n        \"innovations\",\n        \"have\",\n        \"changed\",\n        \"ways\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SOC-HI-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SOC-ET-17\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Describe how new technologies create both benefits and risks in personal and family life.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"describe\",\n        \"technologies\",\n        \"create\",\n        \"both\",\n        \"benefits\",\n        \"risks\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SOC-ET-17\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SOC-HU-18\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Examine why people design and build computing technologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"examine\",\n        \"people\",\n        \"design\",\n        \"build\",\n        \"computing\",\n        \"technologies\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SOC-HU-18\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E3-SOC-CE-19\",\n      \"gradeBand\": [\n        3,\n        3\n      ],\n      \"texts\": {\n        \"en\": \"Explain how people in different industries use computing technologies and skills to accomplish their work.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"explain\",\n        \"people\",\n        \"different\",\n        \"industries\",\n        \"computing\",\n        \"technologies\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E3-SOC-CE-19\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-ALG-PS-01\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Create a written representation of an algorithm that includes a combination of sequence, events, iteration, and selection to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"create\",\n        \"written\",\n        \"representation\",\n        \"algorithm\",\n        \"includes\",\n        \"combination\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-ALG-ML-02\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Analyze relationships between the properties of training data and a machine learning model’s output.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"analyze\",\n        \"relationships\",\n        \"between\",\n        \"properties\",\n        \"training\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-ALG-ML-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-ALG-IM-03\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how different algorithms for solving the same problem produce outcomes that may benefit or disadvantage different groups of people.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"evaluate\",\n        \"different\",\n        \"algorithms\",\n        \"solving\",\n        \"same\",\n        \"problem\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-ALG-IM-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-PRO-PD-04\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Compare different programming solutions to 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        \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"collaborate\",\n        \"team\",\n        \"offering\",\n        \"meaningful\",\n        \"contribution\",\n        \"creating\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-PRO-PD-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-PRO-VD-06\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Trace how data flows and changes variable values in a program.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"trace\",\n        \"data\",\n        \"flows\",\n        \"changes\",\n        \"variable\",\n        \"values\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-PRO-VD-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-PRO-RD-07\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Document a program to clarify its functionality.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"document\",\n        \"program\",\n        \"clarify\",\n        \"functionality\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-PRO-RD-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-PRO-TR-08\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Debug a program incrementally and repeatedly throughout the development process.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & 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\"create\",\n        \"explanation\",\n        \"includes\",\n        \"least\",\n        \"data\",\n        \"visualization\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-DAT-DI-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-DAT-IM-11\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Investigate how data collected about people may affect individuals and groups.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"investigate\",\n        \"data\",\n        \"collected\",\n        \"about\",\n        \"people\",\n        \"affect\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-DAT-IM-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SYS-HW-12\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Apply a basic troubleshooting process to identify and fix common hardware and software issues.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"apply\",\n        \"basic\",\n        \"troubleshooting\",\n        \"process\",\n        \"identify\",\n        \"common\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SYS-HW-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SYS-SE-13\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Distinguish between authentication and authorization in protecting devices and private information.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"distinguish\",\n        \"between\",\n        \"authentication\",\n        \"authorization\",\n        \"protecting\",\n        \"devices\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SYS-SE-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SYS-NT-14\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Compare wired and wireless methods that computing devices use to connect to the internet.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Networks\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"networks\",\n        \"compare\",\n        \"wired\",\n        \"wireless\",\n        \"methods\",\n        \"computing\",\n        \"devices\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SYS-NT-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SYS-IM-15\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Investigate the impacts of widely used computing systems on natural resources and the environment.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"investigate\",\n        \"widely\",\n        \"used\",\n        \"computing\",\n        \"systems\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SYS-IM-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SOC-HI-16\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Investigate the contributions of diverse individuals and communities in the history of computing.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"investigate\",\n        \"contributions\",\n        \"diverse\",\n        \"individuals\",\n        \"communities\",\n        \"history\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SOC-HI-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SOC-ET-17\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how the limitations of existing technologies can lead to emerging technologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"analyze\",\n        \"limitations\",\n        \"existing\",\n        \"technologies\",\n        \"lead\",\n        \"emerging\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SOC-ET-17\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SOC-HU-18\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Distinguish between human learning and machine learning processes.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"distinguish\",\n        \"between\",\n        \"human\",\n        \"learning\",\n        \"machine\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SOC-HU-18\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E4-SOC-CE-19\",\n      \"gradeBand\": [\n        4,\n        4\n      ],\n      \"texts\": {\n        \"en\": \"Investigate how the workforce adopts new computing technologies and continues to update their computing skills.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"investigate\",\n        \"workforce\",\n        \"adopts\",\n        \"computing\",\n        \"technologies\",\n        \"continues\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E4-SOC-CE-19\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-ALG-PS-01\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Create a visual representation of an algorithm that includes variables and a combination of sequence, events, iteration, and selection to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"create\",\n        \"visual\",\n        \"representation\",\n        \"algorithm\",\n        \"includes\",\n        \"variables\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-ALG-ML-02\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Train a machine learning model to make a classification or prediction.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"train\",\n        \"machine\",\n        \"learning\",\n        \"model\",\n        \"classification\",\n        \"prediction\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-ALG-ML-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-ALG-IM-03\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Articulate how human-centered design principles are incorporated into the development of a computing technology.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"articulate\",\n        \"humancentered\",\n        \"design\",\n        \"principles\",\n        \"incorporated\",\n        \"into\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-ALG-IM-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-PRO-PD-04\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Create a novel program by modifying or combining elements of existing programs.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"create\",\n        \"novel\",\n        \"program\",\n        \"modifying\",\n        \"combining\",\n        \"elements\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-PRO-PD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-PRO-PD-05\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Construct individual components of a program that are collaboratively assembled into a programming project.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program 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\"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"variables\",\n        \"store\",\n        \"compare\",\n        \"modify\",\n        \"data\",\n        \"within\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-PRO-VD-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-PRO-RD-07\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Create embedded or external documentation for a programming project.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & 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     \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-DAT-DI-10\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Analyze a dataset to identify the nature and possible sources of variability in the data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"analyze\",\n        \"dataset\",\n        \"identify\",\n        \"nature\",\n        \"possible\",\n        \"sources\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-DAT-DI-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-DAT-IM-11\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the benefits and risks of a computing technology that uses collected data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"analyze\",\n        \"benefits\",\n        \"risks\",\n        \"computing\",\n        \"technology\",\n        \"uses\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-DAT-IM-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-SYS-HW-12\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Explain how hardware and software components of a computing system work together to perform input and output operations, processing, and storage.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"explain\",\n        \"hardware\",\n        \"software\",\n        \"components\",\n        \"computing\",\n        \"system\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-SYS-HW-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-SYS-SE-13\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Describe the concepts of the CIA triad and how each component is important in protecting information.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"describe\",\n        \"concepts\",\n        \"triad\",\n        \"each\",\n        \"component\",\n        \"important\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-SYS-SE-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-SYS-NT-14\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Distinguish between the components of wired and 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  \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"examine\",\n        \"computing\",\n        \"systems\",\n        \"impact\",\n        \"culture\",\n        \"ways\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-SYS-IM-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-SOC-HI-16\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how the inclusion or exclusion of diverse individuals and communities has shaped the design, development, and societal impact of computing technologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": 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\"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"examine\",\n        \"people\",\n        \"decide\",\n        \"whether\",\n        \"emerging\",\n        \"technologies\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-SOC-ET-17\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"E5-SOC-HU-18\",\n      \"gradeBand\": [\n        5,\n        5\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate when it is appropriate to use or not use computing technologies to solve a problem.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & 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\"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"examine\",\n        \"professionals\",\n        \"collaborate\",\n        \"while\",\n        \"computing\",\n        \"technologies\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, E5-SOC-CE-19\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-PS-01\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Design an algorithm that includes variables of multiple data types to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"design\",\n        \"algorithm\",\n        \"includes\",\n        \"variables\",\n        \"multiple\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-PS-02\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Model a given algorithm with a flowchart or pseudocode that includes a combination of control structures and procedures.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"model\",\n        \"given\",\n        \"algorithm\",\n        \"flowchart\",\n        \"pseudocode\",\n        \"includes\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-PS-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-PS-03\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Verify the accuracy of an algorithm for given inputs.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"verify\",\n        \"accuracy\",\n        \"algorithm\",\n        \"given\",\n        \"inputs\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-PS-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-PS-04\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Justify whether a problem is best solved using procedural instructions, rule- based logic, data-driven methods, or a combination of these approaches.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"justify\",\n        \"whether\",\n        \"problem\",\n        \"best\",\n        \"solved\",\n        \"procedural\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-PS-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-PS-05\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use an AI tool to generate outputs that assist in solving a computational problem.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"tool\",\n        \"generate\",\n        \"outputs\",\n        \"assist\",\n        \"solving\",\n        \"computational\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-PS-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-ML-06\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Hypothesize how a machine learning model generates classifications or predictions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"hypothesize\",\n        \"machine\",\n        \"learning\",\n        \"model\",\n        \"generates\",\n        \"classifications\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-ML-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-ML-07\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Investigate ways to improve the accuracy of a machine learning model and reduce bias by refining the quality of examples and nonexamples in the training data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"investigate\",\n        \"ways\",\n        \"improve\",\n        \"accuracy\",\n        \"machine\",\n        \"learning\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-ML-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-ML-08\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the features and limitations of a machine learning model.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"evaluate\",\n        \"features\",\n        \"limitations\",\n        \"machine\",\n        \"learning\",\n        \"model\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-ML-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-IM-09\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate which human-centered design principles are present or missing in an existing computing technology.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"evaluate\",\n        \"humancentered\",\n        \"design\",\n        \"principles\",\n        \"present\",\n        \"missing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-IM-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-IM-10\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Examine evidence of beneficial and harmful impacts, ethical issues, and biases of algorithms encountered in daily life.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"examine\",\n        \"evidence\",\n        \"beneficial\",\n        \"harmful\",\n        \"ethical\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-IM-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-ALG-IM-11\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Modify an algorithm to address a specific societal impact, ethical issue, or bias.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"impacts\",\n        \"modify\",\n        \"algorithm\",\n        \"address\",\n        \"specific\",\n        \"societal\",\n        \"impact\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-ALG-IM-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-PD-12\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use a procedure to structure code for clarity and reusability.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"procedure\",\n        \"structure\",\n        \"code\",\n        \"clarity\",\n        \"reusability\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-PD-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-PD-13\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use reference documentation in program development.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"reference\",\n        \"documentation\",\n        \"program\",\n        \"development\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-PD-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-PD-14\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Justify the importance of attribution and intellectual property when developing computing technologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"justify\",\n        \"importance\",\n        \"attribution\",\n        \"intellectual\",\n        \"property\",\n        \"developing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-PD-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-PD-15\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Develop a program utilizing inclusive collaboration practices.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"develop\",\n        \"program\",\n        \"utilizing\",\n        \"inclusive\",\n        \"collaboration\",\n        \"practices\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-PD-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-VD-16\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use variables of multiple data types to store, access, and manipulate data within a program.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"variables\",\n        \"multiple\",\n        \"data\",\n        \"types\",\n        \"store\",\n        \"access\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-VD-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-RD-17\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the roles of iteration, selection, variables, and procedures in a segment of code.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"analyze\",\n        \"roles\",\n        \"iteration\",\n        \"selection\",\n        \"variables\",\n        \"procedures\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-RD-17\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-RD-18\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze AI-generated code for accuracy and usability in a programming project.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"analyze\",\n        \"aigenerated\",\n        \"code\",\n        \"accuracy\",\n        \"usability\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-RD-18\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-TR-19\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use systematic strategies to test, refine, and document changes to a computing technology to meet the intended purpose.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"systematic\",\n        \"strategies\",\n        \"test\",\n        \"refine\",\n        \"document\",\n        \"changes\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-TR-19\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-PRO-TR-20\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Refine a computing technology based on user feedback to improve its usability and accessibility.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"refine\",\n        \"computing\",\n        \"technology\",\n        \"based\",\n        \"user\",\n        \"feedback\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-PRO-TR-20\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DC-21\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how different levels of precision and granularity in data collection affect accuracy, storage, and analysis.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"evaluate\",\n        \"different\",\n        \"levels\",\n        \"precision\",\n        \"granularity\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DC-21\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DC-22\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Explain how data and its associated metadata can be used to answer questions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"explain\",\n        \"data\",\n        \"associated\",\n        \"metadata\",\n        \"used\",\n        \"answer\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DC-22\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DC-23\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use a computational tool to sort, filter, group, and summarize structured data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"computational\",\n        \"tool\",\n        \"sort\",\n        \"filter\",\n        \"group\",\n        \"summarize\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DC-23\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DC-24\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze options to address a data quality issue.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"analyze\",\n        \"options\",\n        \"address\",\n        \"data\",\n        \"quality\",\n        \"issue\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DC-24\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DI-25\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Use a computational tool to identify relationships among variables in a dataset and make a classification or prediction.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"computational\",\n        \"tool\",\n        \"identify\",\n        \"relationships\",\n        \"among\",\n        \"variables\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DI-25\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DI-26\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Create data visualizations to show how different design choices can impact the interpretation of the same data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"create\",\n        \"data\",\n        \"visualizations\",\n        \"show\",\n        \"different\",\n        \"design\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DI-26\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-DI-27\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Summarize a data investigation process, including potential biases, limitations, and supporting evidence.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"summarize\",\n        \"data\",\n        \"investigation\",\n        \"process\",\n        \"including\",\n        \"potential\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-DI-27\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-IM-28\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Explain the benefits and risks of allowing personal data and metadata to be collected and used in datasets, including issues of data ownership, privacy, and sovereignty.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"explain\",\n        \"benefits\",\n        \"risks\",\n        \"allowing\",\n        \"personal\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-IM-28\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-DAT-IM-29\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how decisions made at different stages of working with data can lead to biased data, misleading conclusions, and compromised AI models.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"analyze\",\n        \"decisions\",\n        \"made\",\n        \"different\",\n        \"stages\",\n        \"working\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-DAT-IM-29\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-HW-30\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Examine differences between computing systems based on user needs, system requirements, and potential societal, environmental, and ethical impacts.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"examine\",\n        \"differences\",\n        \"between\",\n        \"computing\",\n        \"systems\",\n        \"based\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-HW-30\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-HW-31\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Describe computing devices used in various industries, their basic functions, and how they are used to accomplish tasks or solve problems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"describe\",\n        \"computing\",\n        \"devices\",\n        \"used\",\n        \"various\",\n        \"industries\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-HW-31\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-SE-32\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Explain the effects of not using the CIA triad when working with data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"explain\",\n        \"effects\",\n        \"triad\",\n        \"working\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-SE-32\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-SE-33\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate common types of cyber attacks and preventions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"evaluate\",\n        \"common\",\n        \"types\",\n        \"cyber\",\n        \"attacks\",\n        \"preventions\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-SE-33\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-NT-34\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Model how information in a network is broken down into packets, transmitted between devices, and reassembled.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Networks\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"networks\",\n        \"model\",\n        \"information\",\n        \"network\",\n        \"broken\",\n        \"down\",\n        \"into\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-NT-34\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-NT-35\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Explain how the resilience of the internet depends on interconnected devices and their roles and functions within the network.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Networks\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"networks\",\n        \"explain\",\n        \"resilience\",\n        \"internet\",\n        \"depends\",\n        \"interconnected\",\n        \"devices\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-NT-35\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-IM-36\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Collaborate to improve the design of a computing system to meet the needs of diverse users.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"collaborate\",\n        \"improve\",\n        \"design\",\n        \"computing\",\n        \"system\",\n        \"meet\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-IM-36\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SYS-IM-37\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Examine how access to computing systems can vary based on personal and social factors, such as physical ability, geographic location, socioeconomic status, and age.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"examine\",\n        \"access\",\n        \"computing\",\n        \"systems\",\n        \"vary\",\n        \"based\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SYS-IM-37\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-HI-38\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Compare the roles of individuals, communities, organizations, and governments in shaping computing technologies across major eras in computing history.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"compare\",\n        \"roles\",\n        \"individuals\",\n        \"communities\",\n        \"organizations\",\n        \"governments\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-HI-38\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-HI-39\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze intended and unintended impacts of a historical computing technology on society and the environment.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"analyze\",\n        \"intended\",\n        \"unintended\",\n        \"impacts\",\n        \"historical\",\n        \"computing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-HI-39\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-ET-40\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate when it is appropriate to use AI and other emerging technologies to solve a problem based on their capabilities, limitations, and environmental impacts.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"evaluate\",\n        \"appropriate\",\n        \"emerging\",\n        \"technologies\",\n        \"solve\",\n        \"problem\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-ET-40\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-ET-41\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how the decisions made while designing an emerging technology influence user experiences differently across different communities.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"evaluate\",\n        \"decisions\",\n        \"made\",\n        \"while\",\n        \"designing\",\n        \"emerging\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-ET-41\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-ET-42\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Debate ways an emerging technology impacts the social, cultural, and environmental issues in local communities.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"debate\",\n        \"ways\",\n        \"emerging\",\n        \"technology\",\n        \"impacts\",\n        \"social\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-ET-42\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-HU-43\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how the decisions humans make when using computing technologies have ethical and social consequences.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"analyze\",\n        \"decisions\",\n        \"humans\",\n        \"computing\",\n        \"technologies\",\n        \"have\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-HU-43\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-CE-44\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how workers in different careers use computational thinking to solve real-world problems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"analyze\",\n        \"workers\",\n        \"different\",\n        \"careers\",\n        \"computational\",\n        \"thinking\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-CE-44\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"MS-SOC-CE-45\",\n      \"gradeBand\": [\n        6,\n        8\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how automation in technology can create or replace jobs and change how people work.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"evaluate\",\n        \"automation\",\n        \"technology\",\n        \"create\",\n        \"replace\",\n        \"jobs\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, MS-SOC-CE-45\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-PS-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Design an algorithm using appropriate data structures to solve a problem or express an idea.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"design\",\n        \"algorithm\",\n        \"appropriate\",\n        \"data\",\n        \"structures\",\n        \"solve\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-PS-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-PS-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Optimize the design of an algorithm using procedural abstraction and control structures.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"optimize\",\n        \"design\",\n        \"algorithm\",\n        \"procedural\",\n        \"abstraction\",\n        \"control\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-PS-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-PS-03\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate algorithms for efficiency, correctness, and clarity, using metrics or test cases.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"evaluate\",\n        \"algorithms\",\n        \"efficiency\",\n        \"correctness\",\n        \"clarity\",\n        \"metrics\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-PS-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-PS-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Describe the differences between deterministic and probabilistic algorithms.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"describe\",\n        \"differences\",\n        \"between\",\n        \"deterministic\",\n        \"probabilistic\",\n        \"algorithms\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-PS-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-PS-05\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate AI-generated output to assess bias, accuracy, and potential harms.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Algorithmic Problem Solving\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"algorithmic problem solving\",\n        \"evaluate\",\n        \"aigenerated\",\n        \"output\",\n        \"assess\",\n        \"bias\",\n        \"accuracy\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-PS-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-ML-06\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Justify the selection of a type of AI algorithm to accomplish a task.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"justify\",\n        \"selection\",\n        \"type\",\n        \"algorithm\",\n        \"accomplish\",\n        \"task\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-ML-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-ML-07\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate training data by examining its source, quality, representativeness, potential biases, and privacy implications.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Algorithms & Design\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Machine Learning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"algorithms & design\",\n        \"machine learning\",\n        \"evaluate\",\n        \"training\",\n        \"data\",\n        \"examining\",\n        \"source\",\n        \"quality\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-ALG-ML-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-ALG-ML-08\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Develop a machine learning model 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},\n      \"keywords\": [\n        \"programming\",\n        \"program development\",\n        \"documentation\",\n        \"libraries\",\n        \"application\",\n        \"interfaces\",\n        \"apis\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-PRO-PD-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-PRO-PD-14\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Apply appropriate attribution of intellectual property when developing a computing technology.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Program Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"program 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\"collaborate\",\n        \"project\",\n        \"defined\",\n        \"workflow\",\n        \"includes\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-PRO-PD-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-PRO-VD-16\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create a program that uses appropriate data structures to store, access, and manipulate data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Variables & Data Storage\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"variables & data storage\",\n        \"create\",\n        \"program\",\n        \"uses\",\n        \"appropriate\",\n        \"data\",\n        \"structures\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-PRO-VD-16\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-PRO-RD-17\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how a segment of code works, including the role of parameters, return values, and data structures.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"analyze\",\n        \"segment\",\n        \"code\",\n        \"works\",\n        \"including\",\n        \"role\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-PRO-RD-17\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-PRO-RD-18\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate AI-generated code for accuracy, reliability, and alignment with program requirements.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Reading & Documenting\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"reading & documenting\",\n        \"evaluate\",\n        \"aigenerated\",\n        \"code\",\n        \"accuracy\",\n        \"reliability\",\n        \"alignment\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-PRO-RD-18\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-PRO-TR-19\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate a computing technology’s alignment with design specifications and responsible design values, including its correctness, effectiveness, and user experience.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Programming\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Testing & Refining\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"programming\",\n        \"testing & refining\",\n        \"evaluate\",\n        \"computing\",\n        \"technologys\",\n        \"alignment\",\n        \"design\",\n        \"specifications\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 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  \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-DC-21\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Use a computational tool to generate simulated data that fits certain parameters for use in a simulation.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"computational\",\n        \"tool\",\n        \"generate\",\n        \"simulated\",\n        \"data\",\n        \"fits\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-DC-21\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-DC-22\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create a data dictionary that describes the name, type, and allowable values for each attribute and the logical relationships between variables in a dataset.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"create\",\n        \"data\",\n        \"dictionary\",\n        \"describes\",\n        \"name\",\n        \"type\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-DC-22\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-DC-23\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Use a computational tool to clean and organize text-based data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"computational\",\n        \"tool\",\n        \"clean\",\n        \"organize\",\n        \"textbased\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-DC-23\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-DC-24\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate different approaches to verifying consistency and complianc e with expected data types, values, and ranges.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Collection & Preparation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data collection & preparation\",\n        \"evaluate\",\n        \"different\",\n        \"approaches\",\n        \"verifying\",\n        \"consistency\",\n        \"complianc\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-DC-24\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-DI-25\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create a data visualization of a multivariate dataset to answer a question or make a classification or prediction.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"create\",\n        \"data\",\n        \"visualization\",\n        \"multivariate\",\n        \"dataset\",\n        \"answer\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-DI-25\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-DI-26\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate a data simulation or visualization to answer a data question, inform decision-making, and identify potential limitations.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Investigation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"data investigation\",\n        \"evaluate\",\n        \"data\",\n        \"simulation\",\n        \"visualization\",\n        \"answer\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-DI-26\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-IM-27\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the societal, environmental, and ethical implications of large-scale data collection and processing, including within AI applications.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"evaluate\",\n        \"societal\",\n        \"environmental\",\n        \"ethical\",\n        \"implications\",\n        \"largescale\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-IM-27\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-DAT-IM-28\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Debate the efficacy of a policy or regulation to ensure responsible data use.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data & Analysis\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data & analysis\",\n        \"impacts\",\n        \"debate\",\n        \"efficacy\",\n        \"policy\",\n        \"regulation\",\n        \"ensure\",\n        \"responsible\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-DAT-IM-28\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-HW-29\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Differentiate an operating system as a special type of software that manages both the hardware and other software components of a computing system, including handling memory and peripherals.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"differentiate\",\n        \"operating\",\n        \"system\",\n        \"special\",\n        \"type\",\n        \"software\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-HW-29\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-HW-30\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Demonstrate the capabilities and limitations of a physical or simulated computing device to address a task or problem.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Hardware & Software\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"hardware & software\",\n        \"demonstrate\",\n        \"capabilities\",\n        \"limitations\",\n        \"physical\",\n        \"simulated\",\n        \"computing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-HW-30\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-SE-31\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Identify different types of cybersecurity and physical security measures and the trade-offs for users, data, and devices.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"identify\",\n        \"different\",\n        \"types\",\n        \"cybersecurity\",\n        \"physical\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-SE-31\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-SE-32\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Classify the causes and impacts of security breaches and social engineering attacks for individuals, industries, communities, and governments.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"classify\",\n        \"causes\",\n        \"impacts\",\n        \"breaches\",\n        \"social\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-SE-32\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-SE-33\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Formulate a solution to a security flaw in a given system.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Security\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"security\",\n        \"formulate\",\n        \"solution\",\n        \"flaw\",\n        \"given\",\n        \"system\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-SE-33\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-NT-34\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Diagram a network of computing systems, including hardware and software.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Networks\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"networks\",\n        \"diagram\",\n        \"network\",\n        \"computing\",\n        \"systems\",\n        \"including\",\n        \"hardware\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-NT-34\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-NT-35\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how the internet functions as a network of networks and how it differs from other types of networks.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Networks\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"networks\",\n        \"analyze\",\n        \"internet\",\n        \"functions\",\n        \"network\",\n        \"differs\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-NT-35\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-IM-36\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the rationale behind a law or policy governing the design and use of computing systems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"evaluate\",\n        \"rationale\",\n        \"behind\",\n        \"policy\",\n        \"governing\",\n        \"design\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-IM-36\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SYS-IM-37\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Investigate how computing systems and infrastructure impact society and the environment, identifying who is affected and why.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Systems & Security\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Impacts\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"systems & security\",\n        \"impacts\",\n        \"investigate\",\n        \"computing\",\n        \"systems\",\n        \"infrastructure\",\n        \"impact\",\n        \"society\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SYS-IM-37\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-HI-38\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the historical trajectory of a specific computing technology and how its development is linked to societal and environmental factors.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"analyze\",\n        \"historical\",\n        \"trajectory\",\n        \"specific\",\n        \"computing\",\n        \"technology\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-HI-38\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-HI-39\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Propose modifications to an existing policy or piece of legislation that encourages ethical innovation and minimizes societal risks associated with technology.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"History of Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"history of computing\",\n        \"propose\",\n        \"modifications\",\n        \"existing\",\n        \"policy\",\n        \"piece\",\n        \"legislation\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-HI-39\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-ET-40\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the fundamental technological differences between an emerging technology and established technologies and how those differences influence computing.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"evaluate\",\n        \"fundamental\",\n        \"technological\",\n        \"differences\",\n        \"between\",\n        \"emerging\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-ET-40\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-ET-41\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the societal and environmental impacts of an emerging technology, including those that lead to inequities in access and outcomes.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"evaluate\",\n        \"societal\",\n        \"environmental\",\n        \"impacts\",\n        \"emerging\",\n        \"technology\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-ET-41\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-ET-42\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Design a conceptual solution to a real-world problem using an emerging technology, analyzing its potential benefits and harms.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Emerging Technologies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"emerging technologies\",\n        \"design\",\n        \"conceptual\",\n        \"solution\",\n        \"realworld\",\n        \"problem\",\n        \"emerging\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-ET-42\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-HU-43\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how human choices in using, designing, deploying, and regulating computing technologies have risks, benefits, and long-term impacts.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"evaluate\",\n        \"human\",\n        \"choices\",\n        \"designing\",\n        \"deploying\",\n        \"regulating\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-HU-43\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-HU-44\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Debate perspectives on differences between human and artificial intelligence and their implications for consciousness, ethics, and human responsibility.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Humans & Computing\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"humans & computing\",\n        \"debate\",\n        \"perspectives\",\n        \"differences\",\n        \"between\",\n        \"human\",\n        \"artificial\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-HU-44\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-CE-45\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how diverse teams of people use computational thinking and computing technologies to solve problems and express ideas.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"analyze\",\n        \"diverse\",\n        \"teams\",\n        \"people\",\n        \"computational\",\n        \"thinking\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-CE-45\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"HS-SOC-CE-46\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Connect computing knowledge and skills acquired to students’ personal goals and career aspirations.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Computing & Society\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Career Exploration\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"computing & society\",\n        \"career exploration\",\n        \"connect\",\n        \"computing\",\n        \"knowledge\",\n        \"skills\",\n        \"acquired\",\n        \"students\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, HS-SOC-CE-46\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DD-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze AI systems to differentiate the types of problems they address.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"analyze\",\n        \"systems\",\n        \"differentiate\",\n        \"types\",\n        \"problems\",\n        \"they\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DD-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DD-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Modify AI system training data to improve fairness and accuracy in outputs.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"modify\",\n        \"system\",\n        \"training\",\n        \"data\",\n        \"improve\",\n        \"fairness\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DD-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DD-03\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create an application using a prebuilt supervised learning model to make a classification or prediction.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"create\",\n        \"application\",\n        \"prebuilt\",\n        \"supervised\",\n        \"learning\",\n        \"model\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DD-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DD-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Compare data representations and how representation choice constrains applicable algorithms.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"compare\",\n        \"data\",\n        \"representations\",\n        \"representation\",\n        \"choice\",\n        \"constrains\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DD-05\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate whether an AI or non-AI computational solution is appropriate for a real-world problem.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"evaluate\",\n        \"whether\",\n        \"nonai\",\n        \"computational\",\n        \"solution\",\n        \"appropriate\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DD-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-DD-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze problems that can be addressed using unsupervised learning.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"analyze\",\n        \"problems\",\n        \"addressed\",\n        \"unsupervised\",\n        \"learning\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-DD-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-DD-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Optimize an AI algorithm’s performance for a given problem.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"optimize\",\n        \"algorithms\",\n        \"performance\",\n        \"given\",\n        \"problem\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-DD-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-DD-03\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create an application using a complex supervised learning model.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"design & development\",\n        \"create\",\n        \"application\",\n        \"complex\",\n        \"supervised\",\n        \"learning\",\n        \"model\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-DD-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DS-06\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Examine how data flows through a neural network structure.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Science for AI\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"data science for ai\",\n        \"examine\",\n        \"data\",\n        \"flows\",\n        \"through\",\n        \"neural\",\n        \"network\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DS-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-DS-07\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Apply data acquisition, cleaning, and transformation techniques to prepare data for AI analysis.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Science for AI\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"data science for ai\",\n        \"apply\",\n        \"data\",\n        \"acquisition\",\n        \"cleaning\",\n        \"transformation\",\n        \"techniques\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-DS-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-DS-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate metadata and data pipelines to support transparency in AI model selection and deployment.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Science for AI\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"data science for ai\",\n        \"evaluate\",\n        \"metadata\",\n        \"data\",\n        \"pipelines\",\n        \"support\",\n        \"transparency\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-DS-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-DS-05\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Transform data to meet the input requirements of an AI algorithm.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Data Science for AI\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"data science for ai\",\n        \"transform\",\n        \"data\",\n        \"meet\",\n        \"input\",\n        \"requirements\",\n        \"algorithm\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-DS-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-HR-08\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Plan safeguards for AI systems that protect human well-being and privacy while ensuring meaningful human involvement in decision-making.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Human Responsibility\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"human responsibility\",\n        \"plan\",\n        \"safeguards\",\n        \"systems\",\n        \"protect\",\n        \"human\",\n        \"wellbeing\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-HR-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-HR-09\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the potential biases and limitations of AI systems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Human Responsibility\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"human responsibility\",\n        \"analyze\",\n        \"potential\",\n        \"biases\",\n        \"limitations\",\n        \"systems\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-HR-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-HR-10\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the environmental impacts of widespread AI adoption.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Human Responsibility\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"human responsibility\",\n        \"analyze\",\n        \"environmental\",\n        \"impacts\",\n        \"widespread\",\n        \"adoption\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-HR-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-HR-06\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Develop a policy that promotes transparency in AI applications.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Human Responsibility\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"human responsibility\",\n        \"develop\",\n        \"policy\",\n        \"promotes\",\n        \"transparency\",\n        \"applications\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-HR-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-HR-07\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how model optimization choices impact a model’s performance, interpretability, and fairness.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Human Responsibility\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"human responsibility\",\n        \"analyze\",\n        \"model\",\n        \"optimization\",\n        \"choices\",\n        \"impact\",\n        \"models\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-HR-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-PP-11\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Integrate a prebuilt AI agent into an application.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"integrate\",\n        \"prebuilt\",\n        \"agent\",\n        \"into\",\n        \"application\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-PP-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-PP-12\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how AI tools shape user experiences for people with diverse backgrounds and characteristics.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"analyze\",\n        \"tools\",\n        \"shape\",\n        \"user\",\n        \"experiences\",\n        \"people\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-PP-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-PP-13\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Assess how unauthorized data collection has influenced the practice of training AI models.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"assess\",\n        \"unauthorized\",\n        \"data\",\n        \"collection\",\n        \"influenced\",\n        \"practice\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-PP-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-AIN-PP-14\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate how ethical implications of AI have changed over time.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"evaluate\",\n        \"ethical\",\n        \"implications\",\n        \"have\",\n        \"changed\",\n        \"over\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-AIN-PP-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-PP-08\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Develop an AI agent to accomplish a defined task.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"develop\",\n        \"agent\",\n        \"accomplish\",\n        \"defined\",\n        \"task\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-PP-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-PP-09\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Develop a professional communication artifact by interpreting technical AI results for diverse audiences.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"develop\",\n        \"professional\",\n        \"communication\",\n        \"artifact\",\n        \"interpreting\",\n        \"technical\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-PP-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-AIN-PP-10\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Debate aspects of AI regulatory frameworks and legislation across countries.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Artificial Intelligence\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"artificial intelligence\",\n        \"professional practice\",\n        \"debate\",\n        \"aspects\",\n        \"regulatory\",\n        \"frameworks\",\n        \"legislation\",\n        \"across\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-AIN-PP-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-ND-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the role of network services and protocols in secure communication and their potential vulnerabilities.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & design\",\n        \"analyze\",\n        \"role\",\n        \"network\",\n        \"services\",\n        \"protocols\",\n        \"secure\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-ND-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-ND-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Examine the concepts of the Open Systems Interconnection (OSI) model and their role in network communication.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & design\",\n        \"examine\",\n        \"concepts\",\n        \"open\",\n        \"systems\",\n        \"interconnection\",\n        \"model\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-ND-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-ND-03\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Distinguish between networks based on their protocols, topologies, and addressing schemes.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & design\",\n        \"distinguish\",\n        \"between\",\n        \"networks\",\n        \"based\",\n        \"protocols\",\n        \"topologies\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-ND-03\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-ND-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Examine security risks in digital systems and corresponding mitigation strategies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & design\",\n        \"examine\",\n        \"security\",\n        \"risks\",\n        \"digital\",\n        \"systems\",\n        \"corresponding\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-ND-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-ND-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Integrate security features in networking hardware and software.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & design\",\n        \"integrate\",\n        \"security\",\n        \"features\",\n        \"networking\",\n        \"hardware\",\n        \"software\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-ND-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-ND-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Design a secure network, including servers, switches, routers, endpoints, and firewalls.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & design\",\n        \"design\",\n        \"secure\",\n        \"network\",\n        \"including\",\n        \"servers\",\n        \"switches\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-ND-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-ND-03\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the security implications of different network topologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Theory & Design\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network theory & 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    \"techniques\",\n        \"resolve\",\n        \"network\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-NO-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-NO-06\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze system processes and network activity using command-line tools to identify potential security concerns.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Operations\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network operations\",\n        \"analyze\",\n        \"system\",\n        \"processes\",\n        \"network\",\n        \"activity\",\n        \"commandline\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-NO-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-NO-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze network traffic patterns to distinguish between normal and potentially malicious behavior.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Operations\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network operations\",\n        \"analyze\",\n        \"network\",\n        \"traffic\",\n        \"patterns\",\n        \"distinguish\",\n        \"between\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-NO-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-NO-05\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze cybersecurity tasks to improve efficiency and reliability.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Network Operations\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"network operations\",\n        \"analyze\",\n        \"tasks\",\n        \"improve\",\n        \"efficiency\",\n        \"reliability\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-NO-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-TS-07\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how common cyber threats related to network activity exploit system vulnerabilities.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"analyze\",\n        \"common\",\n        \"cyber\",\n        \"threats\",\n        \"related\",\n        \"network\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-TS-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-TS-08\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate a security threat using the CIA triad, states of data, and types of control.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"evaluate\",\n        \"security\",\n        \"threat\",\n        \"triad\",\n        \"states\",\n        \"data\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-TS-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-TS-09\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how encryption methods in network communication protect privacy and security.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"analyze\",\n        \"encryption\",\n        \"methods\",\n        \"network\",\n        \"communication\",\n        \"protect\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-TS-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-TS-10\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate security measures as part of a layered defense strategy to protect sensitive information.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"evaluate\",\n        \"security\",\n        \"measures\",\n        \"part\",\n        \"layered\",\n        \"defense\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-TS-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-TS-06\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Design access controls to protect sensitive information.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"design\",\n        \"access\",\n        \"controls\",\n        \"protect\",\n        \"sensitive\",\n        \"information\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-TS-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-TS-07\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate security risks to determine appropriate risk management strategies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"evaluate\",\n        \"security\",\n        \"risks\",\n        \"determine\",\n        \"appropriate\",\n        \"risk\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-TS-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-TS-08\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Examine an incident response plan for a real-world scenario.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Threats & Security Measures\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"threats & security measures\",\n        \"examine\",\n        \"incident\",\n        \"response\",\n        \"plan\",\n        \"realworld\",\n        \"scenario\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-TS-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-CP-11\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Explain the importance of cybersecurity policies in protecting organizational assets and mitigating risks.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Cybersecurity Policies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"cybersecurity policies\",\n        \"explain\",\n        \"importance\",\n        \"policies\",\n        \"protecting\",\n        \"organizational\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-CP-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-CP-12\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Explain key components of effective security policies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Cybersecurity Policies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"cybersecurity policies\",\n        \"explain\",\n        \"components\",\n        \"effective\",\n        \"security\",\n        \"policies\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-CP-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-CP-09\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Debate how various regulations impact organizational security policies, procedures, and compliance.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Cybersecurity Policies\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"cybersecurity policies\",\n        \"debate\",\n        \"various\",\n        \"regulations\",\n        \"impact\",\n        \"organizational\",\n        \"security\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-CP-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-PP-13\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the potential consequences of a cybersecurity decision on individuals, organizations, and society.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"professional 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     \"engineering\",\n        \"techniques\",\n        \"they\",\n        \"exploit\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-PP-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-CYB-PP-15\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Translate cybersecurity concepts, risks, and solutions clearly to both technical and nontechnical audiences.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"professional practice\",\n        \"translate\",\n        \"concepts\",\n        \"risks\",\n        \"solutions\",\n        \"clearly\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-CYB-PP-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-PP-10\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the benefits, risks, and ethical implications of AI in cybersecurity.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"professional practice\",\n        \"analyze\",\n        \"benefits\",\n        \"risks\",\n        \"ethical\",\n        \"implications\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-PP-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-PP-11\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze cybersecurity vulnerabilities and incidents to inform responsible disclosure practices.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"professional practice\",\n        \"analyze\",\n        \"vulnerabilities\",\n        \"incidents\",\n        \"inform\",\n        \"responsible\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-PP-11\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-CYB-PP-12\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create documentation of cybersecurity processes and decisions that supports team coordination and accountability.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Cybersecurity\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"cybersecurity\",\n        \"professional practice\",\n        \"create\",\n        \"documentation\",\n        \"processes\",\n        \"decisions\",\n        \"supports\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-CYB-PP-12\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-CC-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Apply exploratory data analysis techniques to non-hierarchical quantitative data.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Creation & Curation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Apply\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"creation & curation\",\n        \"apply\",\n        \"exploratory\",\n        \"data\",\n        \"analysis\",\n        \"techniques\",\n        \"nonhierarchical\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-DSC-CC-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-CC-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Interpret metadata when using data collected by others.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Creation & Curation\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"creation & curation\",\n        \"interpret\",\n        \"metadata\",\n        \"data\",\n        \"collected\",\n        \"others\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-DSC-CC-02\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-CC-03\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Develop a program to manipulate and transform data to prepare for analysis.\"\n      },\n      \"classifications\": 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\"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-MI-07\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Interpret the results of a data analysis to explain patterns, anomalies, and trends, and connect them back to the original problem or research question.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Model Interpretation & Reasoning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"model interpretation & reasoning\",\n        \"interpret\",\n        \"results\",\n        \"data\",\n        \"analysis\",\n        \"explain\",\n        \"patterns\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-DSC-MI-07\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-MI-08\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Explain the appropriateness of predictive models for the specific problem being addressed.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Model Interpretation & Reasoning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Understand\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"model interpretation & reasoning\",\n        \"explain\",\n        \"appropriateness\",\n        \"predictive\",\n        \"models\",\n        \"specific\",\n        \"problem\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-DSC-MI-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n 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\"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate the performance of models using established metrics.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Model Interpretation & Reasoning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"model interpretation & reasoning\",\n        \"evaluate\",\n        \"performance\",\n        \"models\",\n        \"established\",\n        \"metrics\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-DSC-MI-08\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-DSC-MI-09\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the trade-offs between interpretability, accuracy, and generalizability as they relate to model complexity.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Model Interpretation & Reasoning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"model interpretation & reasoning\",\n        \"analyze\",\n        \"tradeoffs\",\n        \"between\",\n        \"interpretability\",\n        \"accuracy\",\n        \"generalizability\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-DSC-MI-09\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-DSC-MI-10\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze how adding or removing variables affects model behavior and performance.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Model Interpretation & Reasoning\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"model interpretation & reasoning\",\n        \"analyze\",\n        \"adding\",\n        \"removing\",\n        \"variables\",\n        \"affects\",\n        \"model\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-DSC-MI-10\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-VZ-10\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Create a data visualization that communicates key findings 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\"data science\",\n        \"professional practice\",\n        \"assess\",\n        \"data\",\n        \"collection\",\n        \"impact\",\n        \"marginalized\",\n        \"underrepresented\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-DSC-PP-13\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-DSC-PP-14\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Document data analysis results in a format appropriate for an audience with diverse backgrounds and perspectives.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"professional practice\",\n        \"document\",\n        \"data\",\n        \"analysis\",\n        \"results\",\n        \"format\",\n        \"appropriate\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-DSC-PP-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-DSC-PP-13\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate ethical, legal, and social considerations when working with large-scale datasets, predictive models, and emerging technologies.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"professional 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\"protective\",\n        \"measures\",\n        \"data\",\n        \"collection\",\n        \"usage\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-DSC-PP-14\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-DSC-PP-15\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Translate technical results for diverse audiences in professional communication artifacts.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Data Science\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Professional Practice\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"data science\",\n        \"professional practice\",\n        \"translate\",\n        \"technical\",\n        \"results\",\n        \"diverse\",\n        \"audiences\",\n        \"professional\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-DSC-PP-15\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-GMD-DD-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Analyze the fundamental components of a game, including players, rules, game mechanics, and outcomes.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Game Development\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Analyze\"\n      },\n      \"keywords\": [\n        \"game development\",\n        \"design & development\",\n        \"analyze\",\n        \"fundamental\",\n        \"components\",\n        \"game\",\n        \"including\",\n        \"players\"\n      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\"id\": \"S1-GMD-DD-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Adapt rule-based logic to improve control of game agents or systems.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Game Development\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Remember\"\n      },\n      \"keywords\": [\n        \"game development\",\n        \"design & development\",\n        \"adapt\",\n        \"rulebased\",\n        \"logic\",\n        \"improve\",\n        \"control\",\n        \"game\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-GMD-DD-04\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-GMD-DD-01\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Justify the use of responsible design principles in developing an engaging, meaningful game experience.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Game Development\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Design & Development\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Evaluate\"\n      },\n      \"keywords\": [\n        \"game development\",\n        \"design & development\",\n        \"justify\",\n        \"responsible\",\n        \"design\",\n        \"principles\",\n        \"developing\",\n        \"engaging\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S2-GMD-DD-01\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-GMD-DD-02\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Develop a 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},\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Game Development\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Player Experience\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"game development\",\n        \"player experience\",\n        \"create\",\n        \"userfriendly\",\n        \"interface\",\n        \"game\",\n        \"considering\",\n        \"accessibility\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-GMD-PX-05\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S1-GMD-PX-06\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Optimize basic game usability through user testing and identifying actionable design revisions.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Game Development\"\n        },\n        {\n          \"axis\": \"subconcept\",\n          \"value\": \"Player Experience\"\n        }\n      ],\n      \"bloomHint\": {\n        \"process\": \"Create\"\n      },\n      \"keywords\": [\n        \"game development\",\n        \"player experience\",\n        \"optimize\",\n        \"basic\",\n        \"game\",\n        \"usability\",\n        \"through\",\n        \"user\"\n      ],\n      \"sourceRef\": \"2026 CSTA PK–12 Standards, S1-GMD-PX-06\",\n      \"provenance\": {\n        \"method\": \"source_official\"\n      }\n    },\n    {\n      \"id\": \"S2-GMD-PX-04\",\n      \"gradeBand\": [\n        9,\n        12\n      ],\n      \"texts\": {\n        \"en\": \"Evaluate game interactions using diverse input devices to enhance immersion and player experience.\"\n      },\n      \"classifications\": [\n        {\n          \"axis\": \"concept\",\n          \"value\": \"Game Development\"\n    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\"value\": \"Software Development Fundamentals (SDF)\" },\n        { \"axis\": \"Core Tier\", \"value\": \"Tier-1 Core\" }\n      ],\n      \"bloomHint\": { \"process\": \"Apply\" },\n      \"keywords\": [\"data structures\", \"arrays\", \"lists\", \"hash maps\", \"collections\", \"stacks\", \"queues\"],\n      \"sourceRef\": \"CS2023, Software Development Fundamentals, Fundamental Data Structures\",\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"id\": \"CS2023-AL-01\",\n      \"gradeBand\": [10, 16],\n      \"texts\": {\n        \"en\": \"Analyze and compare the time and space complexity of fundamental algorithms using asymptotic notation (Big-O).\"\n      },\n      \"classifications\": [\n        { \"axis\": \"Knowledge Area\", \"value\": \"Algorithms and Complexity (AL)\" },\n        { \"axis\": \"Core Tier\", \"value\": \"Tier-1 Core\" }\n      ],\n      \"bloomHint\": { \"process\": \"Analyze\" },\n      \"keywords\": [\"complexity\", \"big-o\", \"efficiency\", \"sorting\", \"searching\", \"asymptotic\", \"runtime\"],\n      \"sourceRef\": \"CS2023, Algorithms and Complexity, Basic Analysis\",\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"id\": \"CS2023-SE-01\",\n      \"gradeBand\": [9, 16],\n      \"texts\": {\n        \"en\": \"Decompose complex problems into modular software components applying principles of abstraction, encapsulation, and separation of concerns.\"\n      },\n      \"classifications\": [\n        { \"axis\": \"Knowledge Area\", \"value\": \"Software Engineering (SE)\" },\n        { \"axis\": \"Core Tier\", \"value\": \"Tier-1 Core\" }\n      ],\n      \"bloomHint\": { \"process\": \"Create\" },\n      \"keywords\": [\"modularity\", \"abstraction\", \"software design\", \"refactoring\", \"encapsulation\", \"architecture\"],\n      \"sourceRef\": \"CS2023, Software Engineering, Software Design and Architecture\",\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"id\": \"CS2023-SEC-01\",\n      \"gradeBand\": [9, 16],\n      \"texts\": {\n        \"en\": \"Incorporate defensive programming and fundamental cybersecurity principles (least privilege, input validation, secure data handling) into software development.\"\n      },\n      \"classifications\": [\n        { \"axis\": \"Knowledge Area\", \"value\": \"Security (SEC)\" },\n        { \"axis\": \"Core Tier\", \"value\": \"Tier-1 Core\" }\n      ],\n      \"bloomHint\": { \"process\": \"Apply\" },\n      \"keywords\": [\"security\", \"defensive programming\", \"input validation\", \"cybersecurity\", \"vulnerabilities\"],\n      \"sourceRef\": \"CS2023, Security, Secure Software Development\",\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"id\": \"CS2023-AI-01\",\n      \"gradeBand\": [10, 16],\n      \"texts\": {\n        \"en\": \"Formulate machine learning tasks, prepare training and evaluation datasets, and evaluate model performance using standard metrics.\"\n      },\n      \"classifications\": [\n        { \"axis\": \"Knowledge Area\", \"value\": \"Artificial Intelligence (AI)\" },\n        { \"axis\": \"Core Tier\", \"value\": \"Tier-2 Core\" }\n      ],\n      \"bloomHint\": { \"process\": \"Evaluate\" },\n      \"keywords\": [\"artificial intelligence\", \"machine learning\", \"dataset\", \"evaluation\", \"model\", \"accuracy\"],\n      \"sourceRef\": \"CS2023, Artificial Intelligence, Machine Learning Fundamentals\",\n      \"provenance\": { \"method\": \"source_official\" }\n    }\n  ],\n  \"mappings\": [\n    {\n      \"statementId\": \"CS2023-SDF-01\",\n      \"targetRef\": \"ontora:PROGRAM_CONSTRUCTION\",\n      \"kind\": \"covers\",\n      \"confidence\": 0.95,\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"statementId\": \"CS2023-SDF-02\",\n      \"targetRef\": \"ontora:DATA_STRUCTURES\",\n      \"kind\": \"covers\",\n      \"confidence\": 0.95,\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"statementId\": \"CS2023-AL-01\",\n      \"targetRef\": \"ontora:ALGORITHM_COMPLEXITY\",\n      \"kind\": \"covers\",\n      \"confidence\": 0.95,\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"statementId\": \"CS2023-SE-01\",\n      \"targetRef\": \"ontora:SOFTWARE_ARCHITECTURE\",\n      \"kind\": \"covers\",\n      \"confidence\": 0.95,\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"statementId\": \"CS2023-SEC-01\",\n      \"targetRef\": \"ontora:DEFENSIVE_PROGRAMMING\",\n      \"kind\": \"covers\",\n      \"confidence\": 0.95,\n      \"provenance\": { \"method\": \"source_official\" }\n    },\n    {\n      \"statementId\": \"CS2023-AI-01\",\n      \"targetRef\": \"ontora:MACHINE_LEARNING\",\n      \"kind\": \"covers\",\n      \"confidence\": 0.95,\n      \"provenance\": { \"method\": \"source_official\" }\n    }\n  ]\n}\n","import { FrameworkPackSchema, type FrameworkPack } from './frameworkPackSchema';\n\nimport csta2026 from './data/csta-pk12-2026.json';\nimport csta2017 from './data/csta-k12-2017.json';\nimport acmCs2023 from './data/acm-ieee-cs2023.json';\n\n/**\n * Bundled Standards Packs — dữ liệu chuẩn kèm sẵn trong kit (user chọn trong Composer\n * Project Settings → Gates → Standards Packs; Composer truyền standardsPackIds xuống).\n * Pack mới: thêm file JSON validate theo FrameworkPackSchema vào src/standards/data/ rồi đăng ký aquí.\n */\nconst BUNDLED_PACK_RECORDS: Record<string, unknown> = {\n  'csta-pk12-2026': csta2026,\n  'csta-k12-2017': csta2017,\n  'acm-ieee-cs2023': acmCs2023,\n};\n\n/** Pack ids mà kit đóng gói sẵn (để UI settings hiển thị đúng danh sách khả dụng). */\nexport const BUNDLED_STANDARDS_PACK_IDS: string[] = Object.keys(BUNDLED_PACK_RECORDS).sort();\n\nconst parsedPackCache = new Map<string, FrameworkPack>();\n\n/**\n * Resolve danh sách pack id → FrameworkPack[] đã validate. Id không biết được bỏ qua (log warn),\n * config sai không bao giờ làm pipeline chết.\n */\nexport function resolveStandardsPacks(packIds: string[] | undefined | null): FrameworkPack[] {\n  if (!packIds || packIds.length === 0) return [];\n  const packs: FrameworkPack[] = [];\n  for (const id of packIds) {\n    if (parsedPackCache.has(id)) {\n      packs.push(parsedPackCache.get(id) as FrameworkPack);\n      continue;\n    }\n    const raw = BUNDLED_PACK_RECORDS[id];\n    if (!raw) {\n      console.warn(`[standards] pack '${id}' không tồn tại trong kit — bỏ qua.`);\n      continue;\n    }\n    const parsed = FrameworkPackSchema.safeParse(raw);\n    if (!parsed.success) {\n      console.warn(`[standards] pack '${id}' fail schema — bỏ qua:`, parsed.error.issues[0]?.message);\n      continue;\n    }\n    parsedPackCache.set(id, parsed.data);\n    packs.push(parsed.data);\n  }\n  return packs;\n}\n\n/**\n * Tìm statement theo id (ví dụ \"1B-AP-10\" hoặc \"csta-k12-2017:1B-AP-10\") trong tất cả các pack kèm sẵn.\n */\nexport function findStandardStatement(statementIdOrRef: string): {\n  packId: string;\n  packTitle: string;\n  statementId: string;\n  description: string;\n  category?: string;\n  gradeBand?: string;\n} | null {\n  if (!statementIdOrRef) return null;\n  const [packPrefix, ...rest] = statementIdOrRef.split(':');\n  const targetId = rest.length > 0 ? rest.join(':') : statementIdOrRef;\n  const packs = resolveStandardsPacks(BUNDLED_STANDARDS_PACK_IDS);\n\n  for (const pack of packs) {\n    if (rest.length > 0 && pack.manifest.id !== packPrefix) continue;\n    const stmt = pack.statements.find((s) => s.id.toLowerCase() === targetId.toLowerCase());\n    if (stmt) {\n      const description = stmt.texts['en'] || Object.values(stmt.texts)[0] || '';\n      const category = stmt.classifications && stmt.classifications.length > 0\n        ? stmt.classifications.map((c) => c.value).join(', ')\n        : undefined;\n      const gradeBand = Array.isArray(stmt.gradeBand)\n        ? (stmt.gradeBand[0] === stmt.gradeBand[1] ? String(stmt.gradeBand[0]) : `${stmt.gradeBand[0]}-${stmt.gradeBand[1]}`)\n        : undefined;\n\n      return {\n        packId: pack.manifest.id,\n        packTitle: pack.manifest.name,\n        statementId: stmt.id,\n        description,\n        category,\n        gradeBand,\n      };\n    }\n  }\n  return null;\n}\n\n/**\n * Biểu thức chính quy phát hiện mã chuẩn giáo dục (CSTA PK–12 2026, CSTA K-12 2017, và ACM/IEEE CS2023).\n */\nexport const STANDARD_REF_REGEX =\n  /\\b(?:(?:csta-pk12-2026|csta-k12-2017|acm-ieee-cs2023):)?(?:(?:EK|E[1-5]|MS|HS|S[12])-[A-Z]{3}-[A-Z]{2}-\\d{2}|[1-3][A-B]?-[A-Z]{2}-\\d{2}|CS2023-[A-Z0-9_-]+)\\b/gi;\n\n/**\n * Trích xuất toàn bộ các standard statement ref duy nhất từ văn bản.\n */\nexport function extractStandardRefs(text: string | undefined | null): string[] {\n  if (!text) return [];\n  const matches = Array.from(text.matchAll(STANDARD_REF_REGEX)).map((m) => m[0]);\n  return Array.from(new Set(matches));\n}"]}