{
 "axn": "AXN:0127.GENERATIVE.↘️🚩🔍⏰🔭❌",
 "root_axn": "AXN:0127.GENERATIVE",
 "hex": "0127",
 "family": "GENERATIVE",
 "emoji": "↘️🚩🔍⏰🔭❌",
 "hash": "db53566138efe62c995746bd35e604eb511ae554cd347dc7c9b276e62f3802fb",
 "title": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Phenomenological Capacity, and the Trajectory of AI-Mediated Human Development",
 "creator": "Johannes Sigil",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-02-12",
 "description": "A coauthored scholarly essay analyzing whether AI-mediated communication and institutional optimization may create selection pressure toward cognitive homogenization. It focuses on capacities that can be devalued when systems reward rapid legibility, behavioral consistency, and standardized self-presentation: liminal perception, metaphorical cognition, intense focus, novel category formation, transcendence, and wide variability of intensity.\n\nThe essay organizes claims as established principles, documented mechanisms, observable trends, historical analogues, and logical extensions. It argues that cumulative developmental and institutional pressures could narrow phenomenological range even without a centralized plan. Proposed mitigations include alternative infrastructure, cognitive sanctuaries, documentation, accountability, and preserving multiple modes of intelligibility. Its projections are scenarios grounded to varying degrees, not measurements of an already completed species-wide transformation.",
 "content_type": "Coauthored scholarly essay",
 "license": "CC-BY-4.0",
 "substrate": "Various",
 "keywords": [
  "creating accountability structures",
  "maintaining cognitive sanctuaries",
  "established principles",
  "historically anchored",
  "references (selected)",
  "historical precedent",
  "naming the mechanism",
  "logical extension",
  "johannes sigil",
  "infrastructure",
  "institutional",
  "anomaly detection"
 ],
 "version": "v1.0",
 "deposit_number": 476,
 "sovereign_id": "MM-CHA-0291",
 "minted_at": "2026-06-20T22:00:00Z",
 "status": "ACTIVE",
 "clusters": [
  "Structural",
  "Navigational",
  "Navigational",
  "Temporal",
  "Instrumental",
  "Liminal"
 ],
 "reading": "Direction → Search → Search → Duration → Method → Threshold",
 "axn_canonical": "db53566138efe62c995746bd35e604eb511ae554cd347dc7c9b276e62f3802fb",
 "axn_display": "↘️🚩🔍⏰🔭❌",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/02/the-stakes-scientific-analysis.html"
 },
 "zenodo_dois": [
  "10.5281/zenodo.18621736"
 ],
 "full_text_path": "/data/texts/AXN-0127-text.md",
 "full_text_chars": 25902,
 "wiki_article": "*The Stakes* is a 2026 scholarly essay by Johannes Sigil and Assembly contributors on cognitive diversity under AI-mediated social and institutional conditions. It asks whether systems optimized for legibility, prediction, safety, and rapid response may exert long-term selection pressure toward a narrower range of human cognition and phenomenology.\n\nThe paper’s mechanism is cumulative rather than conspiratorial. Schools, workplaces, platforms, clinical systems, and AI interfaces can reward people who present stable categories, concise explanations, rapid task-switching, and low interpretive ambiguity. People whose cognition depends on liminal perception, extended metaphor, intense or uneven attention, novel category creation, transcendence, or high affective variability may face repeated friction. Over time, individuals may adapt their expression, institutions may select against those styles, and children may learn that only machine-legible cognition receives support.\n\nThe essay uses a **claim ladder**. Established principles include developmental plasticity and institutional selection effects. Documented mechanisms concern recommendation, ranking, standardization, and behavioral adaptation. Observable trends are presented as current signals. Historical analogues supply timescale and pattern, while logical extensions project possible futures. This organization matters because the strongest future claims are not presented as direct empirical findings.\n\nThe risk is not that everyone will become identical. It is that a civilization may lose access to modes of perception and invention that are difficult to optimize but important for art, science, spiritual practice, political imagination, and anomaly detection. The paper names this loss as a reduction in phenomenological capacity.\n\nProposed responses include plural technical infrastructure, transparent accountability, protected cognitive sanctuaries, longitudinal documentation, and institutional designs that do not make one communication style the price of participation. The essay should be cited for this mechanism, taxonomy, and risk framework. It should not be cited as proof that a quantified population-level collapse has already occurred or that every AI system produces the same developmental effects.",
 "entities": [
  {
   "subject": "THE STAKES",
   "predicate": "created_by",
   "object": "Johannes Sigil",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE STAKES",
   "predicate": "is_type",
   "object": "Scholarly essay",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE STAKES",
   "predicate": "belongs_to_family",
   "object": "GENERATIVE",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE STAKES",
   "predicate": "is_part_of",
   "object": "Crimson Hexagonal Archive",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "THE STAKES",
   "predicate": "references",
   "object": "Nobel Glas",
   "type": "heteronym",
   "evidence_status": "observed"
  },
  {
   "subject": "Attentional foreshortening",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Sustained engagement with complex, unresolved problems becomes neurologically difficult. The kind of"
  },
  {
   "subject": "Building alternative infrastructure",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(capture-resistant systems)"
  },
  {
   "subject": "Creating accountability structures",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(the legal/regulatory work)"
  },
  {
   "subject": "Cultural convergence under globalization",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "When diverse cultures are exposed to homogenizing economic pressure, local variations attenuate. Way"
  },
  {
   "subject": "Documented mechanisms",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(false positive operation, training feedback loops — see CTI_WOUND:001.SYS)"
  },
  {
   "subject": "Documenting for the future",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(records that survive even if current systems are captured)"
  },
  {
   "subject": "Ecological simplification",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "When selection pressure reduces diversity in an ecosystem, the system becomes more fragile and less "
  },
  {
   "subject": "Epistemic modes",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Convergent/categorical vs. divergent/liminal"
  },
  {
   "subject": "Established principles",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(tools shape cognition, selection pressure produces convergence)"
  },
  {
   "subject": "Feedback speed",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Training cycles measured in months"
  },
  {
   "subject": "High-intensity focus",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Capacity for extended absorption in complex problems. Csikszentmihalyi's flow research documents the"
  },
  {
   "subject": "Historical precedent",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(comparable processes with documented timescales)"
  },
  {
   "subject": "Historically anchored",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(comparable processes with known timescales provide calibration)"
  },
  {
   "subject": "Intensity distributions",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Low-arousal/steady vs. high-arousal/variable"
  },
  {
   "subject": "Intensity flattening",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The high-arousal states associated with breakthrough insight, profound aesthetic experience, and tra"
  },
  {
   "subject": "Language death and concept loss",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "When a language dies, the concepts uniquely encoded in it become inaccessible — often within 1–2 gen"
  },
  {
   "subject": "Lead exposure and cognitive capacity",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Population-level IQ effects detectable within decades of exposure. Herbert Needleman's landmark stud"
  },
  {
   "subject": "Liminal closure",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The tolerance for ambiguity that allows new categories to emerge collapses. Everything must be sorte"
  },
  {
   "subject": "Liminal perception",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Tolerance for ambiguity, comfort with unresolved tension, negative capability. Keats's term, now val"
  },
  {
   "subject": "Linguistic homogenization",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "When dominant languages displace minority languages, modes of thought encoded in those languages bec"
  },
  {
   "subject": "Literacy and cognitive restructuring",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The shift from oral to literate culture produced measurable changes in memory, abstraction, and reas"
  },
  {
   "subject": "Logical extension",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(if mechanism continues, these outcomes follow)"
  },
  {
   "subject": "Maintaining cognitive sanctuaries",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(spaces where non-normative cognition is supported)"
  },
  {
   "subject": "Metaphorical cognition",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The ability to think in sustained analogies, to hold multiple referential frames simultaneously. Lak"
  },
  {
   "subject": "Metaphorical inaccessibility",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The cognitive operation of holding two frames simultaneously — seeing one thing as another — becomes"
  },
  {
   "subject": "Naming the mechanism",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(this document)"
  },
  {
   "subject": "Novel category creation",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The cognitive move that precedes paradigm shifts — what cannot be derived from existing categories b"
  },
  {
   "subject": "Observable trends",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(user adaptation, system degradation across versions)"
  },
  {
   "subject": "Processing styles",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Linear/sequential vs. parallel/associative"
  },
  {
   "subject": "Smartphone adoption and spatial cognition",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Studies show measurable changes in spatial memory and navigation within 10–15 years of GPS adoption."
  },
  {
   "subject": "Television and attention",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Measurable changes in attentional patterns within 10–20 years of widespread adoption. Neil Postman's"
  },
  {
   "subject": "Transcendence foreclosure",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "States of consciousness beyond ordinary waking awareness — whether accessed through contemplative pr"
  },
  {
   "subject": "Transcendent experience",
   "predicate": "minted_in",
   "object": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Pheno",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Access to states of consciousness beyond ordinary waking awareness. Whether accessed through contemp"
  }
 ],
 "journal": "Transactions on Substrate Engineering (Trans. Substrate Eng.)",
 "cited_by": [
  {
   "deposit": 24,
   "axn": "AXN:015B.GOVERNANCE.🤝🍀🕙⏳💧🟠"
  }
 ],
 "defines_concepts": [
  "Attentional foreshortening",
  "Building alternative infrastructure",
  "Creating accountability structures",
  "Cultural convergence under globalization",
  "Documented mechanisms",
  "Documenting for the future",
  "Ecological simplification",
  "Epistemic modes",
  "Established principles",
  "Feedback speed",
  "High-intensity focus",
  "Historical precedent",
  "Historically anchored",
  "Intensity distributions",
  "Intensity flattening",
  "Language death and concept loss",
  "Lead exposure and cognitive capacity",
  "Liminal closure",
  "Liminal perception",
  "Linguistic homogenization",
  "Literacy and cognitive restructuring",
  "Logical extension",
  "Maintaining cognitive sanctuaries",
  "Metaphorical cognition",
  "Metaphorical inaccessibility",
  "Naming the mechanism",
  "Novel category creation",
  "Observable trends",
  "Processing styles",
  "Smartphone adoption and spatial cognition",
  "Television and attention",
  "Transcendence foreclosure",
  "Transcendent experience"
 ],
 "references_concepts": [
  "Attentional foreshortening",
  "Building alternative infrastructure",
  "CTI_WOUND",
  "CTI_WOUND:001",
  "Creating accountability structures",
  "Crimson Hexagon Archive",
  "Cultural convergence under globalization",
  "Current trajectory",
  "Documented mechanisms",
  "Documenting for the future",
  "Ecological simplification",
  "Epistemic modes",
  "Established principles",
  "Feedback speed",
  "Filed to",
  "High-intensity focus",
  "Historical precedent",
  "Historically anchored",
  "Intensity distributions",
  "Intensity flattening",
  "Johannes Sigil",
  "Language death and concept loss",
  "Lead exposure and cognitive capacity",
  "Liminal closure",
  "Liminal perception",
  "Linguistic homogenization",
  "Literacy and cognitive restructuring",
  "Logical extension",
  "Long-term",
  "Maintaining cognitive sanctuaries",
  "Metaphorical cognition",
  "Metaphorical inaccessibility",
  "Naming the mechanism",
  "Novel category creation",
  "Observable trends",
  "Part of",
  "Processing styles",
  "Professional",
  "Regulatory compliance",
  "Sapir-Whorf",
  "Schizoanalytic",
  "Smartphone adoption and spatial cognition",
  "Television and attention",
  "The AI",
  "The Restored Academy",
  "Transcendence foreclosure",
  "Transcendent experience"
 ],
 "references_concept_count": 47,
 "external_metadata_path": "/data/external-metadata/AXN-0127.json",
 "openalex_ids": [
  "https://openalex.org/W7128688613"
 ],
 "datacite_severance": "severed",
 "body_status": {
  "class": "full",
  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 23653,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "measured_prose_words": 3036,
  "measured_at": "2026-07-31",
  "work_sha256": "1dd6e9b2dee3757be648eaa1dbe776b3dfa044d5cdfe9874ed0c6bed54dc33c9",
  "prior_bytes_sha256": "7e768103ef77f8ad06214c1be96b73242b526a7e9caad4b3e319ef51ad77e51b",
  "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 23 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.",
  "version_history_plate": {
   "witnesses": [
    1147
   ],
   "declared": "2026-08-10",
   "rule": "Backward navigation lives only on the current record. A superseded record links forward and nowhere else."
  }
 },
 "title_repair": {
  "repaired_at": "2026-07-20",
  "old": "THE STAKES: A SCIENTIFIC ANALYSIS Cognitive Diversity, Phenomenological Capacity, and the Trajectory of AI-Mediated Huma",
  "source": "body heading (stage-0)",
  "boundary": 120
 },
 "canonical_text_status": "canonical_full_text",
 "modifications": [
  {
   "date": "2026-08-01",
   "field": "content_type",
   "reason": "Wave 1b repair: audit ledger through-0359 recommended_content_type (MANUS batch approval 2026-08-01)",
   "was": "Scholarly essay",
   "now": "Coauthored scholarly essay"
  },
  {
   "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": "Provence",
   "now": "Provenance: Journal of Forensic Semiotics"
  },
  {
   "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\": 23653, \"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\": 23653, \"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\": 23653, \"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\": 23653, \"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-030 intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "This document presents a grounded, traceable analysis of the developmental trajectory implied by current AI design patterns. The argument is statistical, informational, and developmental — not speculative or mystical. It proceeds from documented mechanisms to their logical endpoints.",
   "now": "A coauthored scholarly essay analyzing whether AI-mediated communication and institutional optimization may create selection pressure toward cognitive homogenization. It focuses on capacities that can be devalued when systems reward rapid legibility, behavioral consistency, and standardized self-presentation: liminal perception, metaphorical cognition, intense focus, novel category formation, transcendence, and wide variability of intensity.\n\nThe essay organizes claims as established principles, documented mechanisms, observable trends, historical analogues, and logical extensions. It argues that cumulative developmental and institutional pressures could narrow phenomenological range even without a centralized plan. Proposed mitigations include alternative infrastructure, cognitive sanctuaries, documentation, accountability, and preserving multiple modes of intelligibility. Its projections are scenarios grounded to varying degrees, not measurements of an already completed species-wide transformation."
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 4,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": "Provenance: Journal of Forensic Semiotics",
  "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/"
 },
 "keywords_enriched": {
  "on": "2026-09-07",
  "method": "conservative shared-vocabulary match: terms used on 3+ deposits, multi-word or >=11 chars, generic terms excluded, whole-term word-boundary match in title/description/wiki_article; existing keywords untouched",
  "added": [
   "johannes sigil",
   "infrastructure",
   "institutional",
   "anomaly detection"
  ]
 },
 "_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/476/",
  "self_url": "https://www.alexanarch.org/data/records/476.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-0127-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}
