{ "ok": true, "schema": "kelly-sector-lab-window-v1", "lensId": "science-research", "service": "Science and Research Lab", "shortName": "Research Lab", "accent": "#c084fc", "domain": "research evidence, falsification, citations, contradictions, and PhD-grade proof", "positioning": "A professional KELLY lens for proving or falsifying claims, including the Causalea/KELLY invention thesis.", "userPromise": "Watch research claims become falsifiable hypotheses, see contradiction pressure, and inspect the proof trail needed for a serious PhD-style defense.", "kellyEdge": "KELLY treats research as a living evidence graph: claims need sources, contradictions need tracking, falsifiers must be named, and conclusions must survive replay.", "profile": { "windowLabel": "Evidence bench", "windowRole": "Research, citation, contradiction, and severe-test processor", "workflowTitle": "Claims stay separate from evidence", "pulseTitle": "Research source posture", "askTitle": "Ask for a falsifiable research view", "questionLabel": "Research claim or falsifier", "evidenceLabel": "Research evidence", "evidenceTitle": "Claims, sources, contradictions, and severe-test receipts", "sourceTitle": "Research inputs", "outputTitle": "Research outputs", "objectTitle": "Objects on the bench", "receiptTitle": "Required receipts", "stageLabels": [ "source", "claim", "contradict", "test" ], "operatorObjects": [ "claim_object", "source_packet", "contradiction_card", "falsifier" ], "receiptObjects": [ "citation_receipt", "severe_test_receipt", "replication_posture", "closure_receipt" ], "askBoundary": "This window evaluates research posture. It does not turn a paper, citation, or user claim into KELLY ground truth." }, "canonicalPostgres": "Use canonical KELLY Neon/Postgres with science-scoped read models. This repo must not become an independent truth database.", "objectStorage": "Use R2/object storage for immutable paper snapshots, parsed artifacts, citation bundles, and evidence receipts.", "volumePolicy": "Optional local volume only for parser/model scratch cache. It must be rebuildable and never canonical.", "operatorQuestion": "Which new paper, metadata update, or citation signal materially changes a watched claim?", "primaryProofTarget": "24-hour new-evidence scan", "primaryHorizon": "24 hours", "primarySignal": "Crossref/arXiv metadata, source freshness, contradiction, receipt", "pipeline": [ "Collect approved research metadata and source snapshots.", "Separate support, contradiction, replication posture, uncertainty, and falsifiers.", "Emit evidence packets, severe-test receipts, and source-plan updates.", "Hand closed or weakened research objects to Hypothesis Lab and Glass Lab evidence spine." ], "outputs": [ "evidence_packets", "contradiction_cards", "falsifier_candidates", "severe_test_receipts", "source_plan_updates" ], "runtimeRoutes": [ { "label": "Causalea public lens manifest", "url": "https://www.causalea.com/api/public-lens-apps", "required": true, "kind": "required_public_manifest" }, { "label": "Causalea Glass snapshot", "url": "https://www.causalea.com/api/glass-lab/live-snapshot", "required": false, "kind": "advisory_evidence_probe" }, { "label": "Advanced Processing Evidence Spine", "url": "https://www.causalea.com/api/advanced-processing/evidence-spine", "required": false, "kind": "advisory_evidence_probe" }, { "label": "Scientific seal", "url": "https://www.causalea.com/api/runtime/scientific-seal/status", "required": false, "kind": "advisory_evidence_probe" }, { "label": "Causal empirical seal", "url": "https://www.causalea.com/api/runtime/causal-empirical-seal/status", "required": false, "kind": "advisory_evidence_probe" } ], "sources": [ "Crossref metadata", "arXiv", "Wikimedia analytics where relevant", "public research metadata", "KELLY contradiction and replay receipts" ], "proofPoints": [ "Claims, sources, and conclusions are separate objects.", "Contradictions become research work, not embarrassment.", "Falsifiers are shown before strong claims are trusted.", "The PhD room must show what would disprove the invention." ], "humanAudit": { "plainPurpose": "This window shows what KELLY is doing in Research Lab: what it is reading, what it thinks might matter, what proof exists, and what is still waiting.", "howToAudit": [ "Read the answer in this lab first.", "Open the proof shelf or JSON packet for the evidence behind it.", "Check the route status and last-checked timestamp before trusting freshness.", "Look for the mind-changer: the fact that would make KELLY revise the answer.", "If evidence is waiting, treat the output as a question or watch item, not a settled answer." ], "evidenceStatus": "Live evidence appears only when KELLY exposes proof-linked sector output. Empty states are intentional waiting states, not filler.", "mindChanger": "New approved evidence, a falsifier, settlement, replay drift, calibration movement, or memory-lineage revision.", "writeBoundary": "This lab communicates with KELLY as an inspection window. It cannot write ground truth, memory, GraphState, provider state, or reality receipts." }, "tracks": [ { "id": "science-research-preset-1", "title": "24-hour new-evidence scan", "horizon": "24 hours", "question": "Which new paper, metadata update, or citation signal materially changes a watched claim?", "value": "Short-term proof that KELLY can notice research evidence instead of waiting for manual review.", "signal": "Crossref/arXiv metadata, source freshness, contradiction, receipt", "artifact": "artifact pending until KELLY emits proof" }, { "id": "science-research-preset-2", "title": "Falsification watch", "horizon": "30-180 days", "question": "What evidence would most directly falsify or weaken a Causalea/KELLY claim?", "value": "Medium-term proof that the invention is being tested, not merely promoted.", "signal": "claim, falsifier, test route, contradiction queue, replay", "artifact": "artifact pending until KELLY emits proof" }, { "id": "science-research-preset-3", "title": "PhD defense evidence trail", "horizon": "6-24 months", "question": "Which empirical results best support or weaken the KELLY/Causalea thesis over time?", "value": "Long-term proof room for the dissertation-grade argument and its failures.", "signal": "forecast accuracy, replay receipts, calibration, published artifacts", "artifact": "artifact pending until KELLY emits proof" } ], "readOnly": true, "publicMutationAllowed": false, "publicUserWriteAllowed": false, "groundTruthWriteAllowed": false, "glassLabArtifactUrl": "https://glass-lab.up.railway.app?artifact=science-research", "localAskEndpoint": "/api/lens-ask-kelly", "labWindowEndpoint": "/api/lab-window", "labWindowPulseEndpoint": "/api/lab-window/pulse", "artifactSpineEndpoint": "/api/lens-artifact-spine", "pulseEndpoint": "/api/lab-window/pulse", "generatedAt": "2026-07-08T19:17:05.293Z" }