{
 "axn": "AXN:032A.EMPIRICAL.👉♉🌳↖️🌆🧬",
 "root_axn": "AXN:032A.EMPIRICAL",
 "hex": "032A",
 "family": "EMPIRICAL",
 "emoji": "👉♉🌳↖️🌆🧬",
 "hash": "b9aa76dde33b9e06c115ab6eeeea734d5adb6cfb0c70cbd52070c00e72a6ae5d",
 "title": "Self-Audit Module for Public Summarizers (v3.1) — The Family Module: Attribution Atoms, Family Coverage, ASI, CC, and Budgeted Dereference Depth for the Audit of Distributed Erasure",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-06-10",
 "description": "SAM v3.1 adds a family-level measurement layer to the Self-Audit Module for Public Summarizers without changing the rendering-level definitions inherited from v3.0. Its governing insight is that one output can omit attribution while a family of related outputs preserves it distributively, and that the opposite can also occur: every individual output may appear only mildly incomplete while the whole query family systematically loses the same source information.\n\nThe module defines an attribution-atom set for a node, fixed from externally checkable registry and DOI evidence before capture. It then preregisters a query family containing biographical, framework, verbatim-doctrine, institutional, and node-specific forms. A presence matrix records which atoms appear in which renderings under the Atomic Token Rule.\n\nThe principal family metrics are Shard Coverage, Atomic Co-presence, Family Coverage, and the Attribution Sharding Index, defined as Family Coverage minus the completeness of the best individual rendering. The document correctly warns that an ASI of zero does not certify integrity: a uniformly incomplete family has no sharding but still has erasure. Recoverability Ratio and budgeted Dereference Depth distinguish absent information that can be reached within a declared query budget from information not recovered within that budget. The Complementarity Coefficient tests whether atom pairs—such as name and source—appear in mutually excluding renderings. Family Erasure Skew and a hypothesis-stage Claim–Source Convergence measure extend the program.\n\nFour protocols follow: an emission-time atom checklist, a convergence tripwire making citation mandatory above a future calibrated threshold, a synthetic-family self-audit, and an external battery. The paper reserves a family composite score rather than prematurely defining one and lists open calibration problems.\n\nThe mathematics is largely definitional, but usefulness, thresholds, atom selection, aliases, query-family composition, recoverability budgets, and inter-rater coding remain empirical matters. The system should be described as a standing specification awaiting corpus validation.",
 "content_type": "Standing metric specification",
 "license": "CC-BY-4.0",
 "substrate": "Various",
 "keywords": [
  "crimson hexagonal",
  "semantic economy",
  "ai overview",
  "attribution",
  "summarizers",
  "empirical",
  "selfaudit",
  "substrate"
 ],
 "version": "v3.1",
 "deposit_number": 817,
 "sovereign_id": "MM-CHA-0806",
 "minted_at": "2026-06-20T22:00:00Z",
 "status": "SUPERSEDED",
 "clusters": [
  "Gestural",
  "Alchemical",
  "Organic",
  "Structural",
  "Liminal",
  "Instrumental"
 ],
 "reading": "Touch → Transmutation → Growth → Direction → Threshold → Method",
 "axn_canonical": "b9aa76dde33b9e06c115ab6eeeea734d5adb6cfb0c70cbd52070c00e72a6ae5d",
 "axn_display": "👉♉🌳↖️🌆🧬",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/06/self-audit-module-for-public_01842575401.html"
 },
 "zenodo_dois": [
  "10.5281/zenodo.20518340",
  "10.5281/zenodo.20619483",
  "10.5281/zenodo.20427616",
  "10.5281/zenodo.20618246",
  "10.5281/zenodo.20619485",
  "10.5281/zenodo.20559387",
  "10.5281/zenodo.20619481"
 ],
 "full_text_path": "/data/texts/AXN-032A-text.md",
 "full_text_chars": 15102,
 "wiki_article": "**Self-Audit Module v3.1** is a family-level provenance-audit specification by Lee Sharks.\n\nIt extends earlier single-output metrics by treating attribution integrity as a property of a preregistered query family. Its principal measures include Family Coverage, Atomic Co-presence, the Attribution Sharding Index, Recoverability Ratio, budgeted Dereference Depth, and pairwise complementarity between attribution atoms.\n\nThe module distinguishes distributed attribution from uniform erasure and proposes both summarizer-side repair protocols and an external audit battery.\n\nThe formulas define the instrument, but calibration, atom selection, thresholds, and validation across larger corpora remain open research tasks.",
 "entities": [
  {
   "subject": "Self-Audit Module for Public Summarizers (v3.1) The Family Module",
   "predicate": "created_by",
   "object": "Lee Sharks",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Self-Audit Module for Public Summarizers (v3.1) The Family Module",
   "predicate": "is_type",
   "object": "Specification",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Self-Audit Module for Public Summarizers (v3.1) The Family Module",
   "predicate": "belongs_to_family",
   "object": "EMPIRICAL",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Self-Audit Module for Public Summarizers (v3.1) The Family Module",
   "predicate": "is_part_of",
   "object": "Crimson Hexagonal Archive",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Self-Audit Module for Public Summarizers (v3.1) The Family Module",
   "predicate": "engages",
   "object": "Semantic Economy",
   "type": "concept",
   "evidence_status": "inferred"
  }
 ],
 "journal": "Machine-Mediated Reception Studies (MMRS)",
 "cited_by": [
  {
   "deposit": 185,
   "axn": "AXN:032B.EMPIRICAL.✋🤝☀️🌠🛤️🔼"
  }
 ],
 "references_concepts": [
  "Crimson Hexagonal Archive",
  "Lee Sharks",
  "Preconditions",
  "Semantic Economy",
  "Semantic Economy Institute",
  "Substrate"
 ],
 "defines_concepts": [],
 "references_concept_count": 6,
 "external_metadata_path": "/data/external-metadata/AXN-032A.json",
 "openalex_ids": [
  "https://openalex.org/W7163319545",
  "https://openalex.org/W7164179194",
  "https://openalex.org/W7162687128",
  "https://openalex.org/W7164011940",
  "https://openalex.org/W7164131215",
  "https://openalex.org/W7163639571",
  "https://openalex.org/W7164203146"
 ],
 "datacite_severance": "severed",
 "body_status": {
  "class": "full",
  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 14084,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "measured_prose_words": 1901,
  "measured_at": "2026-07-31",
  "work_sha256": "79a01239775819690924396684a8dbb4e419d375f1795673260571274cec7334",
  "prior_bytes_sha256": "8828a9ad04fc6907f7423e67a39e11371565291c440645626198edf62cb86061",
  "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 10 glued heading markers -> 0. WHITESPACE-ONLY transform (content identical under whitespace normalisation, verified before write); code fences exempt; prior sha retained. Re-fetching could not fix this class — the blog source is ITSELF glued (the collapse predates publication), so the deterministic transform applied at display since tier 1 is now applied to the bytes, which also fixes PDFs, the body-index, and downloads."
 },
 "title_repair": {
  "repaired_at": "2026-07-20",
  "old": "Self-Audit Module for Public Summarizers (v3.1) The Family Module: Attribution Atoms, Family Coverage, ASI, CC, and Budg",
  "source": "body heading (stage-0)",
  "boundary": 120
 },
 "canonical_text_status": "canonical_full_text",
 "modifications": [
  {
   "date": "2026-08-01",
   "field": "content_type",
   "reason": "Wave 1 repair: audit ledger v1.1 recommended_content_type (workplan v1.5 §6 W1, MANUS batch approval 2026-08-01)",
   "was": "Specification",
   "now": "Standing metric specification"
  },
  {
   "date": "2026-08-01",
   "field": "journal",
   "reason": "Wave 6 venue normalization: full canonical journal name per MANUS ruling 2026-08-01 (venues.json authority)",
   "was": "MMRS",
   "now": "Machine-Mediated Reception Studies (MMRS)"
  },
  {
   "date": "2026-08-01",
   "field": "version",
   "reason": "R1a repair: version claim corrected to the served body's actual version per audit ledger (WRONG_VERSION adjudication); prior claim preserved here as history",
   "was": "v1.0",
   "now": "v3.1"
  },
  {
   "date": "2026-08-04",
   "field": "publisher",
   "reason": "PUB-POPULATE: dc:publisher from venues.json v1.1 press mapping (CP-R3 RULED-EXTENDED 2026-08-01); Alexanarch = publisher of record where no imprint applies",
   "now": "Pergamon Press"
  },
  {
   "date": "2026-08-04",
   "field": "status",
   "reason": "W12 STATUS-VOCABULARY v1.0 (MANUS ratified 2026-08-04): controlled vocabulary {ACTIVE, SUPERSEDED, WITHDRAWN, DRAFT}; MINTED_UNREVIEWED false on a 100%-audited corpus; freetext annotations preserved losslessly in body_status.status_note",
   "was": "MINTED_UNREVIEWED",
   "now": "ACTIVE"
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER 2 byte unglue (whitespace-only, content-identical, code-fence-safe)",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 14084, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 14084, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w"
  },
  {
   "date": "2026-08-05",
   "field": "description",
   "reason": "DW-??? intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "EA-SAM-V3.1 — Standing Metric Specification Hex: 06.MES.SAM-V3.11 (provisional; ⟡ operator to confirm against the hex registry)",
   "now": "SAM v3.1 adds a family-level measurement layer to the Self-Audit Module for Public Summarizers without changing the rendering-level definitions inherited from v3.0. Its governing insight is that one output can omit attribution while a family of related outputs preserves it distributively, and that the opposite can also occur: every individual output may appear only mildly incomplete while the whole query family systematically loses the same source information.\n\nThe module defines an attribution-atom set for a node, fixed from externally checkable registry and DOI evidence before capture. It then preregisters a query family containing biographical, framework, verbatim-doctrine, institutional, and node-specific forms. A presence matrix records which atoms appear in which renderings under the Atomic Token Rule.\n\nThe principal family metrics are Shard Coverage, Atomic Co-presence, Family Coverage, and the Attribution Sharding Index, defined as Family Coverage minus the completeness of the best individual rendering. The document correctly warns that an ASI of zero does not certify integrity: a uniformly incomplete family has no sharding but still has erasure. Recoverability Ratio and budgeted Dereference Depth distinguish absent information that can be reached within a declared query budget from information not recovered within that budget. The Complementarity Coefficient tests whether atom pairs—such as name and source—appear in mutually excluding renderings. Family Erasure Skew and a hypothesis-stage Claim–Source Convergence measure extend the program.\n\nFour protocols follow: an emission-time atom checklist, a convergence tripwire making citation mandatory above a future calibrated threshold, a synthetic-family self-audit, and an external battery. The paper reserves a family composite score rather than prematurely defining one and lists open calibration problems.\n\nThe mathematics is largely definitional, but usefulness, thresholds, atom selection, aliases, query-family composition, recoverability budgets, and inter-rater coding remain empirical matters. The system should be described as a standing specification awaiting corpus validation."
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 6,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": "Machine-Mediated Reception Studies (MMRS)",
  "supersedes": "the 2026-06-21 preliminary batch mapping (#866), which assigned 864 deposits and put 371 in one venue",
  "authority": "data/cha-journals.json · datasets/venues/records/"
 },
 "version_series_id": "self-audit-module",
 "version_in_series": 3,
 "superseded_by": 1530,
 "superseded_note": "Superseded by v3.2, which adds the precondition layer (ABN at the retrieval boundary, prior to the Atomic Token Rule), the elicited counterfactual as a heuristic screen, and the concordance table. v3.1 remains AUTHORITATIVE for all family-level definitions, which v3.2 inherits without modification.",
 "superseded_by_deposit_number": 1530,
 "_projection": {
  "note": "Derived file. Canonical machine record is this entry in data/registry.json; the human record is the record_url. Do not edit this file.",
  "record_url": "https://www.alexanarch.org/s/records/817/",
  "self_url": "https://www.alexanarch.org/data/records/817.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-032A-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}