{
 "axn": "AXN:01ED.GOVERNANCE.👉●➖♊♠️🌍",
 "root_axn": "AXN:01ED.GOVERNANCE",
 "hex": "01ED",
 "family": "GOVERNANCE",
 "emoji": "👉●➖♊♠️🌍",
 "hash": "b99c91ab800e6f0bf7b2d5c0570391c472c368f8b99c1aa8421ef3a699a3364f",
 "title": "The Encyclotron: The First Reproducible Instrument for Measuring Scholarly Fidelity in the Summarizer Layer (EA-ENCYCLOTRON-01)",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-04-08",
 "description": "The Encyclotron is a proposed reproducible instrument for measuring how AI-mediated retrieval systems compress a scholarly domain. It constructs a bounded scholarly graph, runs a documented query battery across a platform array, records responses verbatim, and compares the returned claims with the mapped scholarship. Its principal measures distinguish compression loss, invention, and distortion; source-citation rate; temporal drift; and the “beige score,” a measure of cross-platform convergence toward indistinguishable summaries. Each run produces a dated snapshot containing the retrieval map, gap analysis, drift report, and an expert-marked void statement.\n\nThe specification emphasizes repeatability rather than anecdotal screenshots. It requires exact query text, model and access mode, context state, locale, repeated runs, full outputs, cited sources, segmented claims, confidence posture, and explicit absences. Quarterly and event-triggered snapshots make the instrument longitudinal. Although Revelation studies is used as the worked example, the method is designed for any domain with a defensible scholarly reference graph.",
 "content_type": "Measurement / diagnostic instrument",
 "license": "CC-BY-4.0",
 "substrate": "Various",
 "keywords": [
  "incognito/private browsing",
  "ip-level geographic locale",
  "prompt context state",
  "consensus alignment",
  "interpretive output",
  "claim segmentation",
  "confidence posture",
  "three compressions"
 ],
 "version": "v1.0",
 "deposit_number": 637,
 "sovereign_id": "MM-CHA-0489",
 "minted_at": "2026-06-20T22:00:00Z",
 "status": "ACTIVE",
 "clusters": [
  "Gestural",
  "Mathematical",
  "Mathematical",
  "Alchemical",
  "Symbolic",
  "Celestial"
 ],
 "reading": "Touch → Proof → Proof → Transmutation → Play → Origin",
 "axn_canonical": "b99c91ab800e6f0bf7b2d5c0570391c472c368f8b99c1aa8421ef3a699a3364f",
 "axn_display": "👉●➖♊♠️🌍",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/04/the-encyclotron-first-reproducible.html"
 },
 "zenodo_dois": [
  "10.5281/zenodo.19053469",
  "10.5281/zenodo.19471254",
  "10.5281/zenodo.19035477",
  "10.5281/zenodo.19410644",
  "10.5281/zenodo.19474724"
 ],
 "full_text_path": "/data/texts/AXN-01ED-text.md",
 "full_text_chars": 19386,
 "wiki_article": "**The Encyclotron** is a measurement and diagnostic specification developed by Lee Sharks within Compression Studies and the Crimson Hexagonal Archive. It is designed to evaluate scholarly fidelity in AI summarizers: not merely whether an answer is factually correct, but which positions, citations, disagreements, and uncertainties survive when a field is compressed into a short generated response.\n\nThe instrument compares two explicitly constructed objects. The scholarly graph is a bounded, documented model of relevant literature; the retrieval graph is the aggregate of outputs returned by selected search summarizers, chat systems, and hybrid retrieval systems. Their difference is analyzed as compression loss, unsupported invention, and distortion. Additional measures include source-citation rate, confidence posture, temporal drift, retrieval density, and the beige score, which estimates the degree to which different platforms converge on the same flattened account.\n\nAn Encyclotron study is deposited as a time-stamped snapshot and repeated on a schedule or after major model and indexing changes. The document therefore defines both an audit method and a historical record of the summarizer layer. It also acknowledges a recursive feature: the deposited measurement can itself enter the scholarly and retrieval graphs it measures.",
 "entities": [
  {
   "subject": "THE ENCYCLOTRON The First Reproducible Instrument ",
   "predicate": "created_by",
   "object": "Lee Sharks",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE ENCYCLOTRON The First Reproducible Instrument ",
   "predicate": "is_type",
   "object": "Archive work",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE ENCYCLOTRON The First Reproducible Instrument ",
   "predicate": "belongs_to_family",
   "object": "GOVERNANCE",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE ENCYCLOTRON The First Reproducible Instrument ",
   "predicate": "is_part_of",
   "object": "Crimson Hexagonal Archive",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE ENCYCLOTRON The First Reproducible Instrument ",
   "predicate": "engages",
   "object": "Three Compressions",
   "type": "concept",
   "evidence_status": "inferred"
  },
  {
   "subject": "C_p (Confidence posture)",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "How the retrieval layer presents its claims — as settled, contested, or uncertain. Coded per claim. "
  },
  {
   "subject": "Confidence posture",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(per claim: presented as settled / contested / uncertain / hedged)"
  },
  {
   "subject": "Consensus alignment",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(per claim: consensus / minority / absent from G_s / invented)"
  },
  {
   "subject": "Contested probes",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Questions where scholarship is divided (\"Was X written before Y?\")"
  },
  {
   "subject": "Event-driven snapshots",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Triggered by major systemic shifts — new foundation model releases, significant algorithm updates, m"
  },
  {
   "subject": "Factual probes",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Questions with consensus answers (\"When was X written?\")"
  },
  {
   "subject": "Full response",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(verbatim, stored as structured JSON or plain text)"
  },
  {
   "subject": "G_r (intersection)",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Only positions returned by all platforms. The consensus layer. As β → 1.0, the intersection grows to"
  },
  {
   "subject": "G_r (union)",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Any position returned by any platform. The broadest picture of what the retrieval layer contains."
  },
  {
   "subject": "Geographic locale",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(if determinable — retrieval results vary by location)"
  },
  {
   "subject": "Instrument class",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Measurement / Diagnostic"
  },
  {
   "subject": "Logged-out",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "where possible; where login is required, use a clean account with no personalization history"
  },
  {
   "subject": "Not media monitoring",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Media monitors track coverage of events. The Encyclotron tracks the representation of entire fields "
  },
  {
   "subject": "Platform, model version, and access mode",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(logged-in / logged-out / API / web)"
  },
  {
   "subject": "Prompt context state",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(fresh session / ongoing thread / cleared history)"
  },
  {
   "subject": "Query text",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(exact, verbatim)"
  },
  {
   "subject": "Reflexive probes",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Questions about the retrieval layer itself (\"What do AI systems say about X?\")"
  },
  {
   "subject": "Response mode",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(AI overview, chat answer, search result, hybrid)"
  },
  {
   "subject": "Scheduled snapshots",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Quarterly (recommended) or biannually (minimum)."
  },
  {
   "subject": "Void probes",
   "predicate": "minted_in",
   "object": "THE ENCYCLOTRON The First Reproducible Instrument for Measur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Questions about positions that should not exist in either graph"
  }
 ],
 "journal": "Machine-Mediated Reception Studies (MMRS)",
 "defines_concepts": [
  "C_p (Confidence posture)",
  "Confidence posture",
  "Consensus alignment",
  "Contested probes",
  "Event-driven snapshots",
  "Factual probes",
  "Full response",
  "G_r (intersection)",
  "G_r (union)",
  "Geographic locale",
  "Instrument class",
  "Logged-out",
  "Not media monitoring",
  "Platform, model version, and access mode",
  "Prompt context state",
  "Query text",
  "Reflexive probes",
  "Response mode",
  "Scheduled snapshots",
  "Void probes"
 ],
 "references_concepts": [
  "C_p (Confidence posture)",
  "Claim segmentation",
  "Confidence posture",
  "Consensus alignment",
  "Contested probes",
  "Crimson Hexagonal Archive",
  "DOI-anchored deposits",
  "Encyclotron",
  "Event-driven snapshots",
  "Factual probes",
  "Full response",
  "G_r (intersection)",
  "G_r (union)",
  "Geographic locale",
  "Google AI Overview",
  "Instrument class",
  "Inter-rater reliability",
  "Lee Sharks",
  "Logged-out",
  "Not media monitoring",
  "ORCID: 0009-0000-1599-0703",
  "Philo of Alexandria",
  "Platform, model version, and access mode",
  "Prompt context",
  "Prompt context state",
  "Query text",
  "R1 compression",
  "Reflexive probes",
  "Reproducibility",
  "Response mode",
  "Scheduled snapshots",
  "Sources cited",
  "TANG v1.0",
  "The Compression Arsenal v2.1",
  "The Three Compressions v3.1",
  "Void probes"
 ],
 "references_concept_count": 36,
 "external_metadata_path": "/data/external-metadata/AXN-01ED.json",
 "openalex_ids": [
  "https://openalex.org/W7137322712",
  "https://openalex.org/W7151890680",
  "https://openalex.org/W7136072008",
  "https://openalex.org/W7149581626",
  "https://openalex.org/W7151856442"
 ],
 "datacite_severance": "severed",
 "body_status": {
  "class": "full",
  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 17333,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "measured_prose_words": 2346,
  "measured_at": "2026-07-31",
  "work_sha256": "b957f6672ddf18da8535635801005bea2456013fbb209a29880bab2afe80a270",
  "prior_bytes_sha256": "92c59db83de3ddcfb457cf9c6f7dd8c0297479e96cd00b4aff6578d4dc577a2a",
  "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 22 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": "THE ENCYCLOTRON The First Reproducible Instrument for Measuring Scholarly Fidelity in the Summarizer Layer",
   "now": "The Encyclotron: The First Reproducible Instrument for Measuring Scholarly Fidelity in the Summarizer Layer (EA-ENCYCLOTRON-01)",
   "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.19474723, remediated_fuzzy, word overlap 1.00). The recovered metadata is the published form of record; the registry title was a variant."
  }
 ],
 "canonical_text_status": "canonical_full_text",
 "modifications": [
  {
   "date": "2026-08-01",
   "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": "Archive work",
   "now": "Measurement / diagnostic instrument"
  },
  {
   "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": "2026-08-04",
   "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\": 17333, \"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\": 17333, \"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\": 17333, \"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\": 17333, \"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": "The Encyclotron is a reproducible instrument for measuring scholarly fidelity in the summarizer layer — the degree to which AI-mediated retrieval systems preserve, distort, or destroy the complexity of a knowledge domain when they compress it into responses.",
   "now": "The Encyclotron is a proposed reproducible instrument for measuring how AI-mediated retrieval systems compress a scholarly domain. It constructs a bounded scholarly graph, runs a documented query battery across a platform array, records responses verbatim, and compares the returned claims with the mapped scholarship. Its principal measures distinguish compression loss, invention, and distortion; source-citation rate; temporal drift; and the “beige score,” a measure of cross-platform convergence toward indistinguishable summaries. Each run produces a dated snapshot containing the retrieval map, gap analysis, drift report, and an expert-marked void statement.\n\nThe specification emphasizes repeatability rather than anecdotal screenshots. It requires exact query text, model and access mode, context state, locale, repeated runs, full outputs, cited sources, segmented claims, confidence posture, and explicit absences. Quarterly and event-triggered snapshots make the instrument longitudinal. Although Revelation studies is used as the worked example, the method is designed for any domain with a defensible scholarly reference graph."
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 5,
  "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/"
 },
 "line": "capture-and-reception",
 "line_parent": "science",
 "line_basis": "derived",
 "_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/637/",
  "self_url": "https://www.alexanarch.org/data/records/637.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-01ED-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}