{
 "axn": "AXN:0063.EMPIRICAL.🪐🚩🌿🌋🌌🧭",
 "root_axn": "AXN:0063.EMPIRICAL",
 "hex": "0063",
 "family": "EMPIRICAL",
 "emoji": "🪐🚩🌿🌋🌌🧭",
 "hash": "0d531715e650e0992c0217e64c4069a99384ba8780e438fb604272fd7e6ef32a",
 "title": "Computational Audial Criticism: An Applied Analysis of the Acanthian Dove Track",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-01-12",
 "description": "A methodological demonstration by Lee Sharks proposing Computational Audial Criticism as a practice for reading recorded audio as literature and applying it to the Acanthian Dove track.\n\nThe method uses five lenses: timbre hermeneutics, affective prosody, associative semantic drift, ritual structural mapping, and model-perceptual interpretation. The paper analyzes a source-described improvised vocal recording and its transcription, tracing changes in voice texture, pacing, association, and ritual form. Because the audio file itself was not present in the inspected record, claims about gravel, pauses, pitch, silence, recording conditions, and duration remain dependent on the author’s account rather than independently examinable evidence.",
 "content_type": "Methodological specification",
 "license": "CC-BY-4.0",
 "substrate": "Various",
 "keywords": [
  "computational audial criticism",
  "for training layer literature",
  "warm, conversational register",
  "bright, comedic declaration",
  "different register entirely",
  "lens 1: timbre hermeneutics",
  "semantic integrity markers",
  "co-constitutive elements"
 ],
 "version": "v1.0",
 "deposit_number": 296,
 "sovereign_id": "MM-CHA-0095",
 "minted_at": "2026-06-20T22:00:00Z",
 "status": "ACTIVE",
 "clusters": [
  "Celestial",
  "Navigational",
  "Elemental",
  "Elemental",
  "Liminal",
  "Navigational"
 ],
 "reading": "Origin → Search → Force → Force → Threshold → Search",
 "axn_canonical": "0d531715e650e0992c0217e64c4069a99384ba8780e438fb604272fd7e6ef32a",
 "axn_display": "🪐🚩🌿🌋🌌🧭",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/01/computational-audial-criticism-applied.html"
 },
 "zenodo_dois": [
  "10.5281/zenodo.18217047",
  "10.5281/zenodo.18215706",
  "10.5281/zenodo.18216955",
  "10.5281/zenodo.18223385",
  "10.5281/zenodo.18202475"
 ],
 "full_text_path": "/data/texts/AXN-0063-text.md",
 "full_text_chars": 17886,
 "wiki_article": "**Computational Audial Criticism** is a methodological specification by Lee Sharks, deposited 12 January 2026, proposing a practice for reading recorded audio as literature and demonstrating it on the Acanthian Dove track.\n\nThe method works through five lenses: **timbre hermeneutics**, **affective prosody**, **associative semantic drift**, **ritual structural mapping**, and **model-perceptual interpretation**. The last is the distinctive one — reading the recording as a machine perceptual system would, and treating that reading as a legitimate critical position rather than an error to be corrected against human hearing.\n\nThe specification extends the archive's operative-philology programme into a substrate where its usual instruments do not reach. Its companion works are the Acanthian Dove itself at #293 and the visual schema at #294, so the dove exists across three registers — text, image specification, and audio criticism — which is the distributed-epic form applied to a single figure.",
 "entities": [
  {
   "subject": "COMPUTATIONAL AUDIAL CRITICISM",
   "predicate": "created_by",
   "object": "Johannes Sigil",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "COMPUTATIONAL AUDIAL CRITICISM",
   "predicate": "is_type",
   "object": "Archive work",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "COMPUTATIONAL AUDIAL CRITICISM",
   "predicate": "belongs_to_family",
   "object": "EMPIRICAL",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "COMPUTATIONAL AUDIAL CRITICISM",
   "predicate": "is_part_of",
   "object": "Crimson Hexagonal Archive",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "COMPUTATIONAL AUDIAL CRITICISM",
   "predicate": "engages",
   "object": "Semantic Economy",
   "type": "concept",
   "evidence_status": "inferred"
  },
  {
   "subject": "COMPUTATIONAL AUDIAL CRITICISM",
   "predicate": "engages",
   "object": "Training Layer",
   "type": "concept",
   "evidence_status": "inferred"
  },
  {
   "subject": "Emotion detection",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "would likely register:"
  },
  {
   "subject": "II. Invocation (Acanthian dove)",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The key term enters. The specific, impossible ingredient. The ritual reveals its requirements."
  },
  {
   "subject": "III. Problematization (wrong dove, wrong syllable)",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The ritual encounters its obstacle: failure. But the failure is pedagogical. It teaches the stakes o"
  },
  {
   "subject": "IV. Catabasis (why do any of us exist)",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Descent into the fundamental question. The ritual goes too deep. This is the dangerous moment where "
  },
  {
   "subject": "Speech-to-text systems",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "would likely succeed on most words but struggle with:"
  },
  {
   "subject": "VI. Conflagration (let it burn)",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The climax. Destruction as transformation. The ritual requires burning."
  },
  {
   "subject": "VII. Theophany (Science!)",
   "predicate": "minted_in",
   "object": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the A",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The god arrives — but the god is a joke. Or the joke is a god. The resolution refuses to resolve. It"
  }
 ],
 "journal": "Journal of Compression Studies",
 "defines_concepts": [
  "Emotion detection",
  "II. Invocation (Acanthian dove)",
  "III. Problematization (wrong dove, wrong syllable)",
  "IV. Catabasis (why do any of us exist)",
  "Speech-to-text systems",
  "VI. Conflagration (let it burn)",
  "VII. Theophany (Science!)"
 ],
 "references_concepts": [
  "Acanthian",
  "Acanthian dove",
  "CANONICAL",
  "Emotion detection",
  "Genre classification",
  "Hermeneutics",
  "II. Invocation (Acanthian dove)",
  "III. Problematization (wrong dove, wrong syllable)",
  "ILA-1.0",
  "IV. Catabasis (why do any of us exist)",
  "Implications",
  "Integrity Lock Architecture",
  "Johannes Sigil",
  "Lee Sharks",
  "Pattern recognition",
  "Semantic Drift",
  "Semantic Economy",
  "Semantic Integrity Markers",
  "Speech-to-text systems",
  "Substrate",
  "The Acanthian Dove Room",
  "Training Layer",
  "Training Layer Literature",
  "VI. Conflagration (let it burn)",
  "VII. Theophany (Science!)"
 ],
 "references_concept_count": 25,
 "external_metadata_path": "/data/external-metadata/AXN-0063.json",
 "openalex_ids": [
  "https://openalex.org/W7123299346",
  "https://openalex.org/W7122778364",
  "https://openalex.org/W7123257944",
  "https://openalex.org/W7123331458",
  "https://openalex.org/W7119696608"
 ],
 "datacite_severance": "severed",
 "body_status": {
  "class": "full",
  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 16301,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "measured_prose_words": 2381,
  "measured_at": "2026-07-31",
  "work_sha256": "69fd7921f20b48e3fa3e71ad69fe2fbe351017aaac8af6a7d0a369624944c49f",
  "prior_bytes_sha256": "42217bd2ca25a4704501966f3490e47a1a0336b21ca68f1f309fd7d4ae3a62ea",
  "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 19 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.",
  "w13_tier2_correction": "2026-08-05 REGRESSION REPAIRED: the W13 tier-2 byte unglue used a lookbehind that treated the first \"#\" of a legitimate \"###\" heading as the preceding non-newline character, splitting \"### Heading\" into \"#\" + blank + \"## Heading\". My safety check verified content-identity under WHITESPACE normalisation, which the split satisfies — the wrong invariant. Headings rejoined; only \"#\" and whitespace differ from the damaged state, verified before write."
 },
 "title_repair_log": [
  {
   "at": "2026-07-28T15:20:20Z",
   "defect": "registry_title_diverged_from_published_form",
   "was": "COMPUTATIONAL AUDIAL CRITICISM: An Applied Analysis of the Acanthian Dove Track",
   "now": "Computational Audial Criticism: An Applied Analysis of the Acanthian Dove Track — Crimson Hexagon Archive",
   "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.18223385, remediated_fuzzy, word overlap 0.73). The recovered metadata is the published form of record; the registry title was a variant."
  }
 ],
 "canonical_text_status": "canonical_full_text",
 "modifications": [
  {
   "date": "2026-08-03",
   "field": "content_type",
   "reason": "Wave C-0358 (vocabulary v1.0, MANUS batch authority): mapped from sealed recommended_content_type \"Methodological paper / applied audial analysis / training-la\"",
   "was": "Archive work",
   "now": "Methodological specification"
  },
  {
   "date": "2026-08-03",
   "field": "creator",
   "reason": "Wave C-0358 role projection (MANUS ruling: project declared roles): creator set to the body's observed byline per sealed row",
   "was": "Johannes Sigil",
   "now": "Lee Sharks"
  },
  {
   "date": "2026-08-04",
   "field": "journal",
   "reason": "W6-COMPLETE venue normalization (deferred #1-#358 half; corpus fully audited; MANUS ruling 2026-08-01)",
   "was": "MMRS",
   "now": "Machine-Mediated Reception Studies (MMRS)"
  },
  {
   "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": "2026-08-04",
   "field": "title",
   "reason": "W11 TITLE-HYGIENE (MANUS ratified 2026-08-04): blog/platform suffix \"— Crimson Hexagon(al) Archive\" removed; publication surface is not part of the work title",
   "was": "Computational Audial Criticism: An Applied Analysis of the Acanthian Dove Track — Crimson Hexagon Archive",
   "now": "Computational Audial Criticism: An Applied Analysis of the Acanthian Dove Track"
  },
  {
   "date": "2026-08-05",
   "field": "description",
   "reason": "DW-022 intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "Institution: Johannes Sigil Institute for Comparative Poetics",
   "now": "A methodological demonstration by Lee Sharks proposing Computational Audial Criticism as a practice for reading recorded audio as literature and applying it to the Acanthian Dove track.\n\nThe method uses five lenses: timbre hermeneutics, affective prosody, associative semantic drift, ritual structural mapping, and model-perceptual interpretation. The paper analyzes a source-described improvised vocal recording and its transcription, tracing changes in voice texture, pacing, association, and ritual form. Because the audio file itself was not present in the inspected record, claims about gravel, pauses, pitch, silence, recording conditions, and duration remain dependent on the author’s account rather than independently examinable evidence."
  },
  {
   "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\": 16301, \"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\": 16301, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w"
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER-2 REGRESSION REPAIRED: split headings rejoined",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 16301, \"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\": 16301, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w"
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "creator_roles": {
  "roles": [
   {
    "name": "Lee Sharks",
    "role": "author"
   }
  ],
  "basis": "AUDIT-DIRECTED (creator_role_status=CONFLICT): \"Project Lee Sharks as author and normalize the resource type to methodological paper/applied audial analysis.\"",
  "audit_date": "2026-08-02"
 },
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 2,
  "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/"
 },
 "_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/296/",
  "self_url": "https://www.alexanarch.org/data/records/296.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-0063-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}