From ffe5eb2130e83b3f6a9299713656e7cdf21f0f93 Mon Sep 17 00:00:00 2001
From: Seowoo Han <swhan0329@gmail.com>
Date: Wed, 20 May 2026 19:56:04 +0900
Subject: [PATCH] Add domain review template selector

---
 domain-review-template-selector/README.md     |  20 ++
 .../acceptance-notes.md                       |  30 +++
 domain-review-template-selector/demo.js       |  36 ++++
 domain-review-template-selector/demo.mp4      | Bin 0 -> 44743 bytes
 domain-review-template-selector/demo.svg      |  26 +++
 domain-review-template-selector/index.js      | 176 ++++++++++++++++++
 .../requirements-map.md                       |  13 ++
 domain-review-template-selector/test.js       |  98 ++++++++++
 8 files changed, 399 insertions(+)
 create mode 100644 domain-review-template-selector/README.md
 create mode 100644 domain-review-template-selector/acceptance-notes.md
 create mode 100644 domain-review-template-selector/demo.js
 create mode 100644 domain-review-template-selector/demo.mp4
 create mode 100644 domain-review-template-selector/demo.svg
 create mode 100644 domain-review-template-selector/index.js
 create mode 100644 domain-review-template-selector/requirements-map.md
 create mode 100644 domain-review-template-selector/test.js

diff --git a/domain-review-template-selector/README.md b/domain-review-template-selector/README.md
new file mode 100644
index 0000000..827ffe2
--- /dev/null
+++ b/domain-review-template-selector/README.md
@@ -0,0 +1,20 @@
+# Domain Review Template Selector
+
+This module covers the adaptive peer-review template slice of SCIBASE issue #16.
+
+It classifies a manuscript's scientific domain from title, keywords, methods, and artifact metadata, then selects a domain-specific review template for the AI research assistant. The output combines domain review sections with claim/evidence alignment, reproducibility readiness, reviewer expertise, blockers, warnings, and a deterministic audit digest.
+
+## What It Does
+
+- Selects clinical, machine-learning, wet-lab biology, materials/chemistry, computational, or general-science review templates.
+- Uses domain-specific review sections instead of a one-size-fits-all peer-review checklist.
+- Checks manuscript, data, code, evidence anchors, environment, run command, and expected output readiness.
+- Blocks review packets with unanchored or missing-evidence claims.
+- Emits reviewer questions, expertise routing, warnings, blockers, and an audit digest.
+
+## Run
+
+```bash
+node domain-review-template-selector/test.js
+node domain-review-template-selector/demo.js
+```
diff --git a/domain-review-template-selector/acceptance-notes.md b/domain-review-template-selector/acceptance-notes.md
new file mode 100644
index 0000000..7f34213
--- /dev/null
+++ b/domain-review-template-selector/acceptance-notes.md
@@ -0,0 +1,30 @@
+# Acceptance Notes
+
+## Review Scenarios
+
+1. Clinical manuscript
+   - Clinical terms select a clinical peer-review template.
+   - Patient eligibility, endpoint validity, safety reporting, and ethics/consent sections are included.
+
+2. Machine-learning manuscript
+   - Benchmark, model, training, and ablation terms select the machine-learning template.
+   - Data split integrity, baseline comparison, ablation strength, and leakage risk sections are included.
+
+3. Blocked wet-lab review packet
+   - A CRISPR manuscript with unanchored claims is blocked before review.
+   - Missing data, code, environment, run command, and output manifests are surfaced.
+
+4. Computational reproducibility review
+   - A computational manuscript with missing expected outputs is marked needs-review and routed to reproducibility expertise.
+
+## Validation
+
+```bash
+node domain-review-template-selector/test.js
+node domain-review-template-selector/demo.js
+node --check domain-review-template-selector/index.js
+node --check domain-review-template-selector/test.js
+node --check domain-review-template-selector/demo.js
+```
+
+The included `demo.mp4` is a five-second visual walkthrough of domain classification, template selection, and review packet readiness.
diff --git a/domain-review-template-selector/demo.js b/domain-review-template-selector/demo.js
new file mode 100644
index 0000000..8d1b972
--- /dev/null
+++ b/domain-review-template-selector/demo.js
@@ -0,0 +1,36 @@
+"use strict"
+
+const { selectDomainReviewTemplate } = require("./index")
+
+const result = selectDomainReviewTemplate({
+  manuscript: {
+    title: "Transformer baseline for satellite image segmentation",
+    keywords: ["model", "benchmark", "training", "ablation"],
+    methods: ["dataset split", "baseline comparison", "validation"],
+    artifacts: [
+      { type: "manuscript", name: "paper.md" },
+      { type: "data", name: "dataset-card.json" },
+      { type: "code", name: "train.py" },
+    ],
+    evidence: [{ id: "ev-split" }, { id: "ev-ablation" }],
+    claims: [
+      { id: "claim-performance", evidenceIds: ["ev-split"] },
+      { id: "claim-ablation", evidenceIds: ["ev-ablation"] },
+    ],
+    reproducibility: {
+      environment: "Dockerfile",
+      runCommand: "python train.py --config baseline.yaml",
+      expectedOutputs: ["metrics.json", "ablation.csv"],
+    },
+  },
+})
+
+console.log("Domain Review Template Selector Demo")
+console.log("====================================")
+console.log(`status: ${result.status}`)
+console.log(`domain: ${result.domain}`)
+console.log(`template: ${result.templateId}`)
+console.log(`first section: ${result.prioritySections[0]}`)
+console.log(`review question count: ${result.reviewQuestions.length}`)
+console.log(`expertise: ${result.recommendedReviewerExpertise.join(", ")}`)
+console.log(`digest: ${result.auditDigest.slice(0, 16)}...`)
diff --git a/domain-review-template-selector/demo.mp4 b/domain-review-template-selector/demo.mp4
new file mode 100644
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diff --git a/domain-review-template-selector/demo.svg b/domain-review-template-selector/demo.svg
new file mode 100644
index 0000000..ef1979f
--- /dev/null
+++ b/domain-review-template-selector/demo.svg
@@ -0,0 +1,26 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1280" height="720" viewBox="0 0 1280 720" role="img" aria-labelledby="title desc">
+  <title id="title">Domain Review Template Selector</title>
+  <desc id="desc">A visual summary showing manuscript domain classification, template selection, evidence checks, and review packet routing.</desc>
+  <rect width="1280" height="720" fill="#10201b"/>
+  <rect x="72" y="72" width="1136" height="576" rx="24" fill="#f8fafc"/>
+  <text x="120" y="142" fill="#10201b" font-family="Arial, sans-serif" font-size="46" font-weight="700">Domain Review Template Selector</text>
+  <text x="120" y="188" fill="#475569" font-family="Arial, sans-serif" font-size="24">Adaptive peer-review templates for AI research assistant packets.</text>
+  <g transform="translate(120 250)">
+    <rect width="250" height="130" rx="16" fill="#dbeafe" stroke="#2563eb" stroke-width="4"/>
+    <text x="24" y="48" fill="#1e3a8a" font-family="Arial, sans-serif" font-size="28" font-weight="700">Classify</text>
+    <text x="24" y="86" fill="#1d4ed8" font-family="Arial, sans-serif" font-size="22">keywords + methods</text>
+  </g>
+  <g transform="translate(405 250)">
+    <rect width="250" height="130" rx="16" fill="#dcfce7" stroke="#16a34a" stroke-width="4"/>
+    <text x="24" y="48" fill="#14532d" font-family="Arial, sans-serif" font-size="28" font-weight="700">Template</text>
+    <text x="24" y="86" fill="#166534" font-family="Arial, sans-serif" font-size="22">domain-specific sections</text>
+  </g>
+  <g transform="translate(690 250)">
+    <rect width="250" height="130" rx="16" fill="#fef3c7" stroke="#f59e0b" stroke-width="4"/>
+    <text x="24" y="48" fill="#78350f" font-family="Arial, sans-serif" font-size="28" font-weight="700">Check</text>
+    <text x="24" y="86" fill="#92400e" font-family="Arial, sans-serif" font-size="22">evidence + reproducibility</text>
+  </g>
+  <text x="120" y="470" fill="#10201b" font-family="Arial, sans-serif" font-size="28" font-weight="700">Output</text>
+  <text x="120" y="510" fill="#475569" font-family="Arial, sans-serif" font-size="23">template id, review questions, blockers, warnings, reviewer expertise, audit digest</text>
+  <text x="120" y="590" fill="#10201b" font-family="Arial, sans-serif" font-size="24">Clinical, ML, wet-lab biology, materials/chemistry, computational, and general science.</text>
+</svg>
diff --git a/domain-review-template-selector/index.js b/domain-review-template-selector/index.js
new file mode 100644
index 0000000..fce7527
--- /dev/null
+++ b/domain-review-template-selector/index.js
@@ -0,0 +1,176 @@
+"use strict"
+
+const crypto = require("node:crypto")
+
+function stableStringify(value) {
+  if (Array.isArray(value)) return `[${value.map(stableStringify).join(",")}]`
+  if (value && typeof value === "object") {
+    return `{${Object.keys(value)
+      .sort()
+      .map((key) => `${JSON.stringify(key)}:${stableStringify(value[key])}`)
+      .join(",")}}`
+  }
+  return JSON.stringify(value)
+}
+
+function digest(value) {
+  return crypto.createHash("sha256").update(stableStringify(value)).digest("hex")
+}
+
+const DOMAIN_RULES = [
+  {
+    domain: "clinical",
+    terms: ["clinical", "trial", "patient", "cohort", "consort", "irb", "endpoint", "randomized"],
+    sections: ["patient eligibility", "endpoint validity", "safety reporting", "ethics and consent"],
+  },
+  {
+    domain: "machine-learning",
+    terms: ["model", "benchmark", "dataset", "training", "validation", "baseline", "ablation", "auc", "accuracy"],
+    sections: ["data split integrity", "baseline comparison", "ablation strength", "leakage risk"],
+  },
+  {
+    domain: "wet-lab-biology",
+    terms: ["assay", "cell", "gene", "protein", "western", "qpcr", "crispr", "replicate", "antibody"],
+    sections: ["biological replicates", "reagent validation", "protocol controls", "raw measurement evidence"],
+  },
+  {
+    domain: "materials-chemistry",
+    terms: ["synthesis", "catalyst", "polymer", "crystal", "spectra", "xrd", "sem", "nmr", "yield"],
+    sections: ["synthesis reproducibility", "characterization evidence", "purity controls", "yield accounting"],
+  },
+  {
+    domain: "computational",
+    terms: ["simulation", "notebook", "pipeline", "code", "parameter", "runtime", "dependency", "container"],
+    sections: ["runtime reproducibility", "parameter coverage", "artifact availability", "determinism checks"],
+  },
+]
+
+function tokenize(input) {
+  return String(input || "")
+    .toLowerCase()
+    .split(/[^a-z0-9+.-]+/)
+    .filter(Boolean)
+}
+
+function classifyDomain(manuscript) {
+  const tokens = tokenize(
+    [
+      manuscript.title,
+      manuscript.abstract,
+      ...(manuscript.keywords || []),
+      ...(manuscript.methods || []),
+      ...(manuscript.artifacts || []).map((artifact) => `${artifact.type || ""} ${artifact.name || ""}`),
+    ].join(" "),
+  )
+  const tokenSet = new Set(tokens)
+
+  const scores = DOMAIN_RULES.map((rule) => {
+    const matchedTerms = rule.terms.filter((term) => tokenSet.has(term))
+    return {
+      domain: rule.domain,
+      score: matchedTerms.length,
+      matchedTerms,
+      sections: rule.sections,
+    }
+  }).sort((a, b) => b.score - a.score || a.domain.localeCompare(b.domain))
+
+  const winner = scores[0]
+  return winner.score > 0
+    ? winner
+    : {
+        domain: "general-science",
+        score: 0,
+        matchedTerms: [],
+        sections: ["claim clarity", "methods adequacy", "evidence alignment", "reproducibility readiness"],
+      }
+}
+
+function evaluateEvidence(manuscript) {
+  const artifacts = manuscript.artifacts || []
+  const evidenceIds = new Set((manuscript.evidence || []).map((item) => item.id))
+  const claims = manuscript.claims || []
+  const warnings = []
+  const blockers = []
+
+  for (const required of ["manuscript", "data", "code"]) {
+    if (!artifacts.some((artifact) => artifact.type === required)) {
+      warnings.push(`missing ${required} artifact`)
+    }
+  }
+
+  for (const claim of claims) {
+    const claimEvidence = claim.evidenceIds || []
+    if (claimEvidence.length === 0) {
+      blockers.push(`claim ${claim.id} has no evidence anchors`)
+    } else {
+      const missing = claimEvidence.filter((id) => !evidenceIds.has(id))
+      if (missing.length > 0) blockers.push(`claim ${claim.id} references missing evidence: ${missing.join(", ")}`)
+    }
+  }
+
+  if (!manuscript.reproducibility?.environment) warnings.push("missing reproducibility environment")
+  if (!manuscript.reproducibility?.runCommand) warnings.push("missing reproducibility run command")
+  if (!manuscript.reproducibility?.expectedOutputs?.length) warnings.push("missing expected output manifest")
+
+  return { blockers, warnings }
+}
+
+function buildReviewQuestions(domainResult, manuscript, evidenceResult) {
+  const questions = domainResult.sections.map((section) => ({
+    section,
+    prompt: `Assess ${section} for ${manuscript.title || "the manuscript"} using cited evidence and reproducibility artifacts.`,
+  }))
+
+  questions.push({
+    section: "claim-evidence alignment",
+    prompt: "List every central claim and confirm whether the cited artifacts directly support it.",
+  })
+  questions.push({
+    section: "reproducibility check",
+    prompt: "Verify the data, code, environment, run command, and expected outputs are sufficient for rerun.",
+  })
+
+  if (evidenceResult.blockers.length > 0) {
+    questions.unshift({
+      section: "release blocker",
+      prompt: "Resolve unanchored or missing-evidence claims before sending this manuscript to review.",
+    })
+  }
+
+  return questions
+}
+
+function selectDomainReviewTemplate(input) {
+  const manuscript = input.manuscript || {}
+  const domain = classifyDomain(manuscript)
+  const evidence = evaluateEvidence(manuscript)
+  const questions = buildReviewQuestions(domain, manuscript, evidence)
+  const reviewerPacket = {
+    templateId: `${domain.domain}-peer-review`,
+    domain: domain.domain,
+    matchedTerms: domain.matchedTerms,
+    status: evidence.blockers.length > 0 ? "blocked" : evidence.warnings.length > 0 ? "needs-review" : "ready",
+    prioritySections: domain.sections,
+    blockers: evidence.blockers,
+    warnings: evidence.warnings,
+    reviewQuestions: questions,
+    recommendedReviewerExpertise: [
+      domain.domain,
+      evidence.warnings.some((warning) =>
+        ["reproducibility", "environment", "run command", "expected output"].some((term) => warning.includes(term)),
+      )
+        ? "reproducibility"
+        : null,
+      evidence.blockers.length > 0 ? "evidence-audit" : null,
+    ].filter(Boolean),
+  }
+
+  return {
+    ...reviewerPacket,
+    auditDigest: digest(reviewerPacket),
+  }
+}
+
+module.exports = {
+  selectDomainReviewTemplate,
+}
diff --git a/domain-review-template-selector/requirements-map.md b/domain-review-template-selector/requirements-map.md
new file mode 100644
index 0000000..e513403
--- /dev/null
+++ b/domain-review-template-selector/requirements-map.md
@@ -0,0 +1,13 @@
+# Requirements Map
+
+| Issue #16 requirement | Coverage in this module |
+| --- | --- |
+| Auto peer review reports | Builds reviewer-ready questions and sections for a manuscript before public release. |
+| Adaptive templates per domain | Selects clinical, machine-learning, wet-lab biology, materials/chemistry, computational, or general-science templates. |
+| Claims vs evidence alignment | Blocks unanchored claims and claims that reference missing evidence. |
+| Reproducibility checker | Checks data/code artifacts, environment, run command, and expected output manifest readiness. |
+| Equip researchers with editorial-quality feedback | Produces domain-specific review questions, blockers, warnings, and reviewer expertise routing. |
+
+## Non-Overlap Note
+
+This submission is distinct from broad assistant suites, evidence traces, protocol traces, statistics review, research-gap planners, rebuttal packs, ethics/data availability checks, citation-context reconciliation, reporting-guideline compliance, benchmark leakage audits, figure/table consistency checks, and analysis-variable provenance assistants. It focuses specifically on adaptive domain review template selection and review packet routing.
diff --git a/domain-review-template-selector/test.js b/domain-review-template-selector/test.js
new file mode 100644
index 0000000..8a5c730
--- /dev/null
+++ b/domain-review-template-selector/test.js
@@ -0,0 +1,98 @@
+"use strict"
+
+const assert = require("node:assert/strict")
+const { selectDomainReviewTemplate } = require("./index")
+
+{
+  const result = selectDomainReviewTemplate({
+    manuscript: {
+      title: "Randomized clinical trial of a sepsis biomarker",
+      keywords: ["clinical", "trial", "patient"],
+      artifacts: [
+        { type: "manuscript", name: "paper.md" },
+        { type: "data", name: "cohort.csv" },
+        { type: "code", name: "analysis.py" },
+      ],
+      evidence: [{ id: "ev-primary-endpoint" }],
+      claims: [{ id: "claim-survival", evidenceIds: ["ev-primary-endpoint"] }],
+      reproducibility: {
+        environment: "conda-lock.yml",
+        runCommand: "python analysis.py",
+        expectedOutputs: ["tables/primary.csv"],
+      },
+    },
+  })
+
+  assert.equal(result.domain, "clinical")
+  assert.equal(result.status, "ready")
+  assert.ok(result.prioritySections.includes("patient eligibility"))
+  assert.match(result.auditDigest, /^[0-9a-f]{64}$/)
+}
+
+{
+  const result = selectDomainReviewTemplate({
+    manuscript: {
+      title: "Transformer baseline for satellite image segmentation",
+      keywords: ["model", "benchmark", "training", "ablation"],
+      artifacts: [
+        { type: "manuscript", name: "paper.md" },
+        { type: "data", name: "dataset-card.json" },
+        { type: "code", name: "train.py" },
+      ],
+      evidence: [{ id: "ev-split" }],
+      claims: [{ id: "claim-sota", evidenceIds: ["ev-split"] }],
+      reproducibility: {
+        environment: "Dockerfile",
+        runCommand: "python train.py --config baseline.yaml",
+        expectedOutputs: ["metrics.json"],
+      },
+    },
+  })
+
+  assert.equal(result.domain, "machine-learning")
+  assert.equal(result.status, "ready")
+  assert.ok(result.prioritySections.includes("leakage risk"))
+}
+
+{
+  const result = selectDomainReviewTemplate({
+    manuscript: {
+      title: "CRISPR screen identifies stress response genes",
+      keywords: ["crispr", "cell", "gene", "replicate"],
+      artifacts: [{ type: "manuscript", name: "paper.md" }],
+      evidence: [{ id: "ev-figure-1" }],
+      claims: [{ id: "claim-gene-hit", evidenceIds: [] }],
+      reproducibility: {},
+    },
+  })
+
+  assert.equal(result.domain, "wet-lab-biology")
+  assert.equal(result.status, "blocked")
+  assert.ok(result.blockers.includes("claim claim-gene-hit has no evidence anchors"))
+  assert.ok(result.warnings.includes("missing data artifact"))
+  assert.equal(result.reviewQuestions[0].section, "release blocker")
+}
+
+{
+  const result = selectDomainReviewTemplate({
+    manuscript: {
+      title: "A reusable simulation workflow",
+      keywords: ["simulation", "notebook", "dependency"],
+      artifacts: [
+        { type: "manuscript", name: "paper.md" },
+        { type: "data", name: "input.json" },
+        { type: "code", name: "notebook.ipynb" },
+      ],
+      evidence: [],
+      claims: [],
+      reproducibility: { environment: "Dockerfile", runCommand: "jupyter nbconvert --execute notebook.ipynb" },
+    },
+  })
+
+  assert.equal(result.domain, "computational")
+  assert.equal(result.status, "needs-review")
+  assert.ok(result.warnings.includes("missing expected output manifest"))
+  assert.ok(result.recommendedReviewerExpertise.includes("reproducibility"))
+}
+
+console.log("domain-review-template-selector tests passed")