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It does not assert criminal guilt. Advisory only. Author Aziel Eliab.", "applicable": true, "applicability_reason": "filed object has provenance", "not_applicable": false }, "clce": { "engine": "CLCE", "schema": "az-clce.report.v0.3.port", "public_term": "structural_match", "structural": 1, "rd": 1, "sp": 1, "headings_present": true, "verified_file": true, "claim_count": 1, "evidence_span_count": 5, "triple": 0, "pairwise": { "rd": 0, "dp": 0, "rp": 0.8182 }, "pairwise_avg": 0.2727, "plus": 0, "n_ratio": 0, "band": "consistent", "primary": "C", "types": [ "C", "A" ], "audit_jaccard": { "triple": 0, "pairwise_avg": 0.2727, "note": "audit only — not the public CLCE term" }, "kid_plain": "The claims and the evidence spans agree enough.", "advisory": true, "limitation": "Public CLCE is structural match (claims↔evidence + headings + verified-file). Token Jaccard is audit-only. Type D is a label, not a finding of malice. Advisory. 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Not a court finding.", "applicable": true, "applicability_reason": "physics or measurement claims in the document", "not_applicable": false }, "truth_formula": { "engine": "TRUTH_FORMULA", "name": "Cover-Up Truth Formula", "schema": "aziel.truth_formula.v2", "mode": "subset", "score": 1, "factors": [ "T0_lite_body", "no_unchallenged_official_as_truth", "metadata_hash", "structure_ok" ], "formula": "subset: T0-lite body + no unchallenged official-as-truth + metadata hash + structure", "limitation": "Cover-Up Truth Formula v1/v2 scores ΔT / suppression / metadata shadows / backpull on archival papers. Ordinary filings use a documented subset. Not a truth verdict. 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Not world accuracy.", "hypotheses": [ { "id": "H1", "pass": true }, { "id": "H2", "pass": true }, { "id": "H3", "pass": true }, { "id": "H4", "pass": true }, { "id": "H5", "pass": true } ], "applied": 5, "hits": 5, "alpha": 1, "beta": 1, "posterior": 0.8571, "kid_plain": "This number is a likelihood of internal consistency. It does not move the books on the shelf.", "continuity": "Peers may endorse or challenge later. History is append-only if the operator is gone one day.", "possibility_separate": true }, "applicability": { "schema": "aziel.component_applicability.v1", "spre": { "applicable": true, "reason": "filed object has provenance" }, "clce": { "applicable": true, "reason": "claim-structure: claims beside title or file" }, "plr": { "applicable": true, "reason": "physics or measurement claims in the document" }, "truth_formula": { "applicable": true, "mode": "subset", "reason": "ordinary filing — documented Truth Formula subset" }, "flags": { "spre": true, "clce": true, "plr": true, "truth_formula": true, "bayesian": true, "physics": true, "linguistics": true } }, "triad": { "schema": "aziel.triad.v3", "formula": "TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. 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It does not assert criminal guilt. Advisory only. Author Aziel Eliab. Public CLCE is structural match (claims↔evidence + headings + verified-file). Token Jaccard is audit-only. Type D is a label, not a finding of malice. Advisory. Threshold 0.7 is not a truth verdict. PhysLing Review (PLR) flags physics-impossible or linguistically manipulative framing. Equal-weight physics × linguistics. Not a court finding. Poison immunity quarantines suspected shells. Status is hash-chained. Records are never silently deleted. Official narrative is not merged into evidence. Cover-Up Truth Formula v1/v2 scores ΔT / suppression / metadata shadows / backpull on archival papers. Ordinary filings use a documented subset. Not a truth verdict. Author Aziel Eliab. TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. Display is round(combined × 100) and is never written back into combined." }, "lattice_tip": { "schema": "aziel.lattice.anchor.v1", "kind": "aziel-corpus.recalibrate_v3", "carrier": "AzielTether", "author": "Aziel Eliab", "record_id": "AZDOC-5805A0503DFA", "run_id": null, "media_kind": null, "vibe_digest": null, "library": "aziel", "content_sha256": "a3e61aa3be72212f12456a1bf59f8e846541d011bcb9b073240464c39715efa9", "structure": { "ok": true, "file_count": 1 }, "spre": { "pc": 0.71, "band": "strong", "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab.", "applicable": true }, "clce": { "triple": 0, "pairwise_avg": 0.2727, "advisory": true, "applicable": true }, "plr": { "status": "PASS", "lights": { "units": "PASS", "conservation": "PASS", "causal": "PASS", "temporal": "PASS", "framing": "PASS" }, "applicable": true }, "triad": { "combined": 0.8609, "display": 86, "ready": true, "formula": "TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. Display is round(combined × 100) and is never written back into combined." }, "bayesian": { "posterior": 0.8571, "unranked": true, "note": "Unranked likelihood of internal consistency. Never used to sort the shelf. Not world accuracy." }, "possibility": { "possibility": null, "kind": "HEURISTIC", "refuse": "PENDING_ANCHORS", "unranked": true, "not_truth": true }, "quarantine": null, "zsolver": { "status": "not_applicable", "applicable": false, "seed_corpus": false, "baseline": false }, "ledger_entry_hash": "b9757265c0b782ab7b27fff9e90ce6f95a97c6059d4f0b872bd54f6e00ebf18c", "verified_utc": "2026-10-04T03:58:58.628Z", "note": "Public HTTPS site is not a mesh. AzielTether carries this tip. Survival interdependence with GodLock and other Aziel software is via downloadable tether + Worker bootstrap APIs." }, "chain_tip": "07596118c789f4d678894abef41a67e78a9e9c8c754bf95c2d86e22892b15dc9", "chain_sequence": 462, "body": "DOI: 10.5281/zenodo.21431561\nConcept DOI: 10.5281/zenodo.21431560\nPublication date: 2026-07-18\nChecksum: md5:61386e600ec2857b5b14b70059d69d4d\nZenodo record id: 21431561\nCodeLock_White_Paper.pdf\n\nAziel Eliab\ncodelock\ncodelock, cognitive rendering, perceptual bias, code comprehension, non-canonical visualization, software literacy, UX Research\n10.5281/zenodo.21431561, zenodo:21431561, codelock, cognitive rendering, perceptual bias, code comprehension, non-canonical visualization, software literacy, UX Research, CodeLock_White_Paper.pdf", "author": "Aziel Eliab", "domain": "codelock", "subjects": "codelock, cognitive rendering, perceptual bias, code comprehension, non-canonical visualization, software literacy, UX Research", "keywords": "10.5281/zenodo.21431561, zenodo:21431561, codelock, cognitive rendering, perceptual bias, code comprehension, non-canonical visualization, software literacy, UX Research, CodeLock_White_Paper.pdf" }