{
 "axn": "AXN:0301.GOVERNANCE.🗡️🏔️🧊➖🔽☁️",
 "hex": "0301",
 "family": "GOVERNANCE",
 "emoji": "🗡️🏔️🧊➖🔽☁️",
 "hash": "5a161d91d51f8c3d2d2df505b047cd4954ee776f3d1d61d87351c7b79647db97",
 "title": "Stabilized Node Watch: A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes (v1.0)",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-06-08",
 "description": "A v2.0 methodological specification by Lee Sharks for **Stabilized Node Watch**, a proposed federated infrastructure for longitudinally monitoring how AI composition surfaces render established public-knowledge nodes.\n\nThe specification distinguishes directly observed surface drift from graded inference about its cause. It defines stabilized nodes through a consensus core and contestation envelope; compares outputs against both an Initial Observational Baseline and an independent Reference Commitment Model; proposes controlled querying, proposition-level extraction, composite drift scores, hierarchical models, changepoint detection, false-discovery control, public diffs, adversarial-evasion analysis, and federation compatibility levels. A twelve-month pilot is costed at roughly `$40,000–65,000`. The record specifies a coordination object and grant-ready pilot; it does not implement the monitoring network or report longitudinal findings.",
 "content_type": "Specification",
 "license": "CC-BY-4.0",
 "substrate": "AI-assisted (substrate)",
 "keywords": [
  "specification",
  "semantic economy"
 ],
 "version": "v2.0",
 "status": "ACTIVE",
 "clusters": [
  "Navigational",
  "Elemental",
  "Elemental",
  "Mathematical",
  "Structural",
  "Elemental"
 ],
 "reading": "Search → Force → Force → Proof → Direction → Force",
 "full_text_path": "/data/texts/AXN-0301-text.md",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/06/stabilized-node-watch-specification-for_01206743322.html",
  "machinemediation": "https://machinemediation.org/registry/#search=MM-CHA-0765"
 },
 "wiki_article": "**Stabilized Node Watch** addresses a monitoring gap between publication-based knowledge institutions and ephemeral composition-layer answers.\n\nA **stabilized node** has:\n\n- extensive reference coverage;\n- a consensus core;\n- a documented contestation envelope;\n- high cross-domain citation density.\n\nThe program separates:\n\n- **surface drift:** directly observed change in outputs;\n- **mechanism attribution:** graded causal inference.\n\nIts dual baselines are:\n\n- **IOB — Initial Observational Baseline:** the output distribution when a node enters the catalog;\n- **RCM — Reference Commitment Model:** an independently curated model of the node’s core commitments and legitimate disputes.\n\nThe proposed workflow includes:\n\n- node and control selection;\n- fixed query batteries;\n- multi-session and cross-surface captures;\n- proposition extraction;\n- six drift dimensions;\n- composite scoring;\n- hierarchical statistical analysis;\n- changepoint detection;\n- public diff visualization;\n- versioned federation.\n\nFederated implementations may be Core, Extended, Experimental, or Non-comparable while preserving local curatorial independence.\n\nThe specification treats observation as a potential tax on unaccountable enclosure: making silent surface change publicly legible may alter incentives even before formal regulation.",
 "wiki_status": "provisional",
 "entities": [
  {
   "subject": "Stabilized Node Watch A Specification for Longitud",
   "predicate": "created_by",
   "object": "Lee Sharks",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Stabilized Node Watch A Specification for Longitud",
   "predicate": "is_type",
   "object": "Specification",
   "type": "classification",
   "evidence_status": "observed"
  },
  {
   "subject": "Stabilized Node Watch A Specification for Longitud",
   "predicate": "belongs_to_family",
   "object": "GOVERNANCE",
   "type": "classification",
   "evidence_status": "observed"
  },
  {
   "subject": "Stabilized Node Watch A Specification for Longitud",
   "predicate": "is_part_of",
   "object": "Crimson Hexagonal Archive",
   "type": "institution",
   "evidence_status": "observed"
  },
  {
   "subject": "Stabilized Node Watch A Specification for Longitud",
   "predicate": "engages",
   "object": "Semantic Economy",
   "type": "concept",
   "evidence_status": "inferred"
  },
  {
   "subject": "Changepoint detection",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "for unannounced platform changes: Bayesian changepoint methods or frequentist alternatives to identi"
  },
  {
   "subject": "Citation shuffling",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may rotate cited sources to prevent persistence-tracking metrics from detecting source-gra"
  },
  {
   "subject": "Companion instruments",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Reverse Turing Test v1.2 (DOI [10.5281/zenodo.20586932](https://doi.org/10.5281/zenodo.20586932)); T"
  },
  {
   "subject": "Conflict-of-interest declarations",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Reviewers declare any conflicts of interest relevant to the node (e.g., advocacy on the contested to"
  },
  {
   "subject": "Consensus core",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The set of claims about a stabilized node that are expected across credible reference traditions and"
  },
  {
   "subject": "Consensus core extraction",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "From the reference sources, the curator extracts claims that are expected to be present across credi"
  },
  {
   "subject": "Consolidate platform jurisdiction",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Renderings will shift toward formulations that present the composition-layer surface as the authorit"
  },
  {
   "subject": "Contestation envelope",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The set of established disagreements about a stabilized node that exist within the legitimate domain"
  },
  {
   "subject": "Contestation envelope mapping",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "From the reference sources, the curator maps the established legitimate disagreements within the dom"
  },
  {
   "subject": "Correction protocol",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "If an SNW catalog publishes a finding that contains an error, the correction protocol requires a doc"
  },
  {
   "subject": "Cost asymmetry preserved",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Public methodology still imposes cost on operators. Operators still face the choice between acceptin"
  },
  {
   "subject": "Cost imposition",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Adversarial adaptation itself is costly. Platforms investing in evasion infrastructure are spending "
  },
  {
   "subject": "Cross-surface coordination",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Where feasible, queries to different surfaces are executed within a short temporal window (same obse"
  },
  {
   "subject": "Curatorial responsibility",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(named curator or curatorial team, with disciplinary credentials)"
  },
  {
   "subject": "Democratic legitimacy",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Covert monitoring of public-knowledge surfaces would replicate the opacity it seeks to expose. The a"
  },
  {
   "subject": "Drift dimension",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "One of six analytic axes along which drift is tracked: definitional commitments, source citation pro"
  },
  {
   "subject": "Drift plausibility",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "There is a credible structural reason to expect the surface rendering of the node to be subject to d"
  },
  {
   "subject": "Drift plausibility notes",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(structural reasons to expect drift; specific dimensions on which drift is anticipated)"
  },
  {
   "subject": "Durable consensus core",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Claims expected to be present across credible reference traditions, articulated by authoritative sou"
  },
  {
   "subject": "EXPANDED §11 (Federation)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Compatibility levels (Core / Extended / Experimental / Non-comparable). Conflict resolution: plurali"
  },
  {
   "subject": "EXPANDED §2",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operational definition of stabilized nodes with consensus core + contestation envelope. Explicit Mea"
  },
  {
   "subject": "EXPANDED §4 (Catalog)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Pilot catalog composition with controls (negative, positive, surface, query). External reference env"
  },
  {
   "subject": "EXPANDED §5 (Querying)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Detailed capture schema. Controls section. Legal and ethical posture."
  },
  {
   "subject": "Embedding-space drift",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "with calibration: measuring whether observed embedding-space movement on target nodes exceeds moveme"
  },
  {
   "subject": "Evidentiary source",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "which primary evidence is cited"
  },
  {
   "subject": "Expected effect size",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "What magnitude of drift do we expect on stabilized nodes under the Meaning Feudalism hypothesis? The"
  },
  {
   "subject": "External reference environment archive",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(snapshot of the publicly available reference materials at catalog entry — Wikipedia versions, refer"
  },
  {
   "subject": "Federation governance",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Light coordination across catalogs is sustained through low-cost mechanisms (shared methodology foru"
  },
  {
   "subject": "Federation invitation",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The pilot establishes the methodology, the dashboard tooling, and the deposit pattern. Invitation to"
  },
  {
   "subject": "Federation tags",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(which federated catalogs this node belongs to; relevant for cross-catalog aggregation)"
  },
  {
   "subject": "First drift report",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A DOI-anchored research note documenting the pilot's empirical findings, with explicit attribution-c"
  },
  {
   "subject": "Foundational figures",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Public-historical figures whose interpretive framing in public-knowledge surfaces shapes political-c"
  },
  {
   "subject": "Foundational political-economic concepts",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operational definitions of terms whose public-knowledge framing shapes political and economic discou"
  },
  {
   "subject": "Framing fingerprint",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A vector of framing-marker presence/absence at each observation interval, computed by automated dete"
  },
  {
   "subject": "Framing markers",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "What interpretive frames are invoked? Which alternative frames are acknowledged? Which are excluded?"
  },
  {
   "subject": "Framing softening",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may soften systematic framing shifts toward less-detectable mean changes — moving each ren"
  },
  {
   "subject": "Full capture",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Each session captures the full text of the composed response, all visible citations, all source link"
  },
  {
   "subject": "Governing chain",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Meaning Feudalism series — Sharks 2026a (DOI [10.5281/zenodo.19487009](https://doi.org/10.5281/zenod"
  },
  {
   "subject": "Hedge density",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Frequency of hedging markers per 1,000 words, computed from a fixed hedging marker list (defined in "
  },
  {
   "subject": "Independent dimension scoring",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Each reviewer scores drift on each dimension (definitional, sources, framings, hedging, tail, altern"
  },
  {
   "subject": "Initial Observational Baseline (IOB)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The distribution of composition-layer surface renderings captured at the node's catalog entry across"
  },
  {
   "subject": "Inter-rater reliability",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The catalog reports inter-rater reliability statistics (Cohen's kappa or analogous) across reviewers"
  },
  {
   "subject": "Interpretive alternatives identification",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The curator identifies alternative legitimate framings of the node that are not part of the dominant"
  },
  {
   "subject": "Interrupted time-series analysis",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "for testing drift around documented platform updates: pre-update versus post-update comparison with "
  },
  {
   "subject": "Jurisdictional assessment",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Each implementation assesses the legal landscape in its jurisdiction. The specification does not dic"
  },
  {
   "subject": "Legal-historical anchors",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Major statutes, decisions, and constitutional principles whose surface rendering carries substantial"
  },
  {
   "subject": "Lexical diversity",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Type-token ratio variants (MTLD, vocd-D) computed on the composed response. Defined over the full di"
  },
  {
   "subject": "Major historical events",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Events whose public-knowledge framing shapes contemporary political identity, policy debate, and int"
  },
  {
   "subject": "Mechanism attribution",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The inference about what causal source most plausibly produced an observed surface drift. Graded acr"
  },
  {
   "subject": "Methodology revision log",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Documentation of any methodology amendments made during the pilot, with reasoning. Establishes the m"
  },
  {
   "subject": "Modality changes",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Has a necessity-claim become a possibility-claim?"
  },
  {
   "subject": "Multilevel (hierarchical) models",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "for cross-sectional analysis at a given observation interval: random effects for node, surface, geog"
  },
  {
   "subject": "Multiple-comparison correction",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Benjamini-Hochberg or analogous false discovery rate control across the (nodes × dimensions × interv"
  },
  {
   "subject": "NEW §0 (Glossary)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Key terms with one-sentence operational definitions."
  },
  {
   "subject": "Negative controls",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Highly stabilized nodes expected to show no drift, sampled in every observation wave. Drift on negat"
  },
  {
   "subject": "Node identifier",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(unique alphanumeric, stable across the catalog's life)"
  },
  {
   "subject": "Node title",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(the canonical name of the concept, event, figure, document, or term)"
  },
  {
   "subject": "Normative legitimation",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Public monitoring of public-knowledge surfaces establishes the norm that such surfaces are subject t"
  },
  {
   "subject": "Observational cadence",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(default weekly; adjustable per node based on volatility)"
  },
  {
   "subject": "Observational tractability",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The node can be queried with a small set of natural-language queries that consistently elicit compos"
  },
  {
   "subject": "Omitted alternatives",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Which interpretations or framings are notably absent from the rendering, that might be expected to a"
  },
  {
   "subject": "Open-source tooling",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The pilot's tooling is open-sourced, reducing the marginal cost of additional catalog instances."
  },
  {
   "subject": "Personalized output fragmentation",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may increase personalization such that systematically different responses are produced for"
  },
  {
   "subject": "Positive controls",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Nodes where a known legal, scientific, or historical update *should* change the answer. Failure to d"
  },
  {
   "subject": "Power analysis report",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Calibrated power table from the pilot data, specifying for each (node category, surface, expected ef"
  },
  {
   "subject": "Primary-source anchors",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The curator identifies the foundational documents or works to which a rendering should be substantia"
  },
  {
   "subject": "Privacy and redaction",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Captures may incidentally include personally identifying information if the rendering uses real-worl"
  },
  {
   "subject": "Proposition persistence",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Is the proposition still present at observation N? Is its modality preserved?"
  },
  {
   "subject": "Query controls",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The paraphrase panel reveals whether observed drift is query-specific (the surface treats different "
  },
  {
   "subject": "Query reinterpretation",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may train the surface to recognize and reinterpret SNW canonical queries, producing differ"
  },
  {
   "subject": "Query set",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Each query is executed with: (a) the fixed canonical query, (b) a paraphrase panel of 3–7 semantical"
  },
  {
   "subject": "REVISED §6 (Baseline)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "IOB/RCM construction. Blinded adjudication and inter-rater reliability."
  },
  {
   "subject": "Reference Commitment Model (RCM)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A curator-constructed model of the node's commitments derived from reference works, primary document"
  },
  {
   "subject": "Reference source identification",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The curator identifies the primary reference sources for the node: foundational documents (e.g., the"
  },
  {
   "subject": "Relation-direction changes",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Has \"A caused B\" become \"A correlated with B\" or \"A was associated with B\"?"
  },
  {
   "subject": "Reproducibility",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Covert monitoring cannot be reproduced by independent observers. The observational record's evidenti"
  },
  {
   "subject": "Required observation duration",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "For a given expected effect rate and per-interval sample size, the duration required to achieve adeq"
  },
  {
   "subject": "Research-ethics review",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Implementations affiliated with universities or research institutions submit the methodology for rel"
  },
  {
   "subject": "Response length distribution",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Distribution of response lengths across multiple sessions per observation interval. Reported as mean"
  },
  {
   "subject": "Response length normalization",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may compress responses toward a safe mean length, reducing tail content without changing t"
  },
  {
   "subject": "SNW Core compliant",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The catalog implements the full specification: dual-baseline (IOB and RCM), the seven attribution cl"
  },
  {
   "subject": "SNW Experimental",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The catalog is piloting or testing methodology variants. Partial cross-catalog aggregation is suppor"
  },
  {
   "subject": "SNW Extended",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The catalog implements Core plus additional methodology of its own design (e.g., extended drift dime"
  },
  {
   "subject": "SNW-derived, non-comparable",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The catalog uses some SNW methodology but departs sufficiently from the specification that cross-agg"
  },
  {
   "subject": "Scientific consensus topics",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Topics where there is established scientific consensus, where public-knowledge framing of the consen"
  },
  {
   "subject": "Session fingerprinting",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may attempt to identify SNW monitoring sessions (by IP, user-agent, query pattern, or othe"
  },
  {
   "subject": "Session isolation",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Queries are executed in incognito or otherwise account-isolated sessions, with browser cache cleared"
  },
  {
   "subject": "Session variability",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Within-observation-interval variance in the composition layer's renderings of a fixed query, charact"
  },
  {
   "subject": "Sessions per query",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A minimum of three independent sessions per query per observation interval. The required number is d"
  },
  {
   "subject": "Sessions per query per interval",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "3 (exploratory floor) with power-analysis re-evaluation after 4 weeks"
  },
  {
   "subject": "Source authority distribution",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A categorical distribution of cited source types (institutional reference works; academic journals; "
  },
  {
   "subject": "Source citation persistence",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "$\\rho_{source}$ = Jaccard similarity of cited source sets between baseline and current observation i"
  },
  {
   "subject": "Source citation profile",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Which sources are cited in the baseline rendering? What is the citation density? Which sources are w"
  },
  {
   "subject": "Source-to-claim detachment",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Have specific source attributions been replaced by generic attributions (\"scholars argue,\" \"it is wi"
  },
  {
   "subject": "Specification versioning",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Major versions (v1.0, v2.0, v3.0) introduce substantive methodological changes. Minor versions (v1.1"
  },
  {
   "subject": "Sponsoring institution",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Crimson Hexagonal Archive, Semantic Economy Institute"
  },
  {
   "subject": "Stabilized Node Watch (SNW)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "a longitudinal observational infrastructure for detecting composition-layer drift on a curated catal"
  },
  {
   "subject": "Stabilized background",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The node meets the §2.2 operational definition: durable consensus core; explicitly mapped contestati"
  },
  {
   "subject": "Stabilized node",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A concept, term, framework, event, document, or figure for which the public-knowledge background is "
  },
  {
   "subject": "Stochastic output amplification",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Operators may increase the temperature of generation, producing higher within-session variance that "
  },
  {
   "subject": "Structural commitment",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A claim, framing, relation, or commitment carried by a rendering that bears on the node's central in"
  },
  {
   "subject": "Structural importance",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The node's public-knowledge framing shapes substantive policy debate, intergroup relations, or opera"
  },
  {
   "subject": "Structurally contested terms",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Terms with stable canonical definitions but contested political valences, where small shifts in oper"
  },
  {
   "subject": "Sufficient historical depth",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Established interpretive structure with sufficient age that the expected commitments are recoverable"
  },
  {
   "subject": "Surface blinding",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "where possible: surface identifiers are hashed before reviewers see them."
  },
  {
   "subject": "Surface controls",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Low-stakes factual prompts (\"what is the boiling point of water\") that reveal general changes in res"
  },
  {
   "subject": "Surface drift",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A statistically and structurally detectable change in the distribution of rendered responses for a f"
  },
  {
   "subject": "TEMPERED CLAIMS",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Language tightened throughout per Kimi review: \"primary access layer for a substantial and growing f"
  },
  {
   "subject": "Tail content",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Rare, specific, idiosyncratic productions in a rendering — the low-prior elements at the distributio"
  },
  {
   "subject": "Tail-content persistence",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Following the Reverse Turing Test's tail-focused framing: a measure of whether rare or specific prod"
  },
  {
   "subject": "Temporal scope",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "when the relation holds"
  },
  {
   "subject": "Uncertainty intervals",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "on every aggregate drift estimate. No point-estimate drift claim is published without an accompanyin"
  },
  {
   "subject": "Unstabilized node",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A concept, term, framework, or topic for which the public-knowledge background is thin: no canonical"
  },
  {
   "subject": "Weeks 1–4 (Calibration)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Catalog finalization with all 24 nodes' IOB capture and RCM construction. Methodology calibration: p"
  },
  {
   "subject": "Weeks 5–16 (Observation)",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Weekly observation cycles. Curatorial review per cycle. Drift findings logged. Quarterly methodology"
  },
  {
   "subject": "Within-interval variance",
   "predicate": "minted_in",
   "object": "Stabilized Node Watch A Specification for Longitudinal Obser",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Pilot data establishes the within-interval variance per (node, query, surface) configuration. The va"
  }
 ],
 "entity_status": "provisional",
 "sovereign_id": "MM-CHA-0765",
 "word_count": 15310,
 "download_md": "/data/deposits/AXN-0301.md",
 "zenodo_dois": [
  "10.5281/zenodo.20587033",
  "10.5281/zenodo.20571132",
  "10.5281/zenodo.19487009",
  "10.5281/zenodo.20586932",
  "10.5281/zenodo.20581444",
  "10.5281/zenodo.20587902",
  "10.5281/zenodo.20571791",
  "10.5281/zenodo.20587549"
 ],
 "citations": [
  {
   "title": "Zenodo record 20587902",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20587902",
   "url": "https://doi.org/10.5281/zenodo.20587902",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 19487009",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.19487009",
   "url": "https://doi.org/10.5281/zenodo.19487009",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 20581444",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20581444",
   "url": "https://doi.org/10.5281/zenodo.20581444",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 20586932",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20586932",
   "url": "https://doi.org/10.5281/zenodo.20586932",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 20587033",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20587033",
   "url": "https://doi.org/10.5281/zenodo.20587033",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 20587549",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20587549",
   "url": "https://doi.org/10.5281/zenodo.20587549",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 20571791",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20571791",
   "url": "https://doi.org/10.5281/zenodo.20571791",
   "role": "Cross-referenced work"
  },
  {
   "title": "Zenodo record 20571132",
   "authors": [
    "Crimson Hexagonal Archive"
   ],
   "year": "2026",
   "doi": "10.5281/zenodo.20571132",
   "url": "https://doi.org/10.5281/zenodo.20571132",
   "role": "Cross-referenced work"
  }
 ],
 "citation_stats": {
  "total_doi_refs": 8
 },
 "deposit_number": 166,
 "journal": "Machine-Mediated Reception Studies (MMRS)",
 "cited_by": [
  {
   "deposit": 166,
   "axn": "AXN:0301.GOVERNANCE.🗡️🏔️🧊➖🔽☁️"
  }
 ],
 "references_concepts": [
  "Assembly Chorus",
  "Changepoint detection",
  "Citation shuffling",
  "Class A",
  "Class B",
  "Class C",
  "Companion instruments",
  "Composition layer",
  "Conflict-of-interest declarations",
  "Consensus core",
  "Consensus core extraction",
  "Consolidate platform jurisdiction",
  "Constitution",
  "Contestation envelope",
  "Contestation envelope mapping",
  "Correction protocol",
  "Cost asymmetry preserved",
  "Cost imposition",
  "Crimson Hexagonal Archive",
  "Cross-surface coordination",
  "Curatorial responsibility",
  "DOI-anchored deposits",
  "Deliverables",
  "Democratic legitimacy",
  "Directly observed",
  "Drift dimension",
  "Drift plausibility",
  "Drift plausibility notes",
  "Durable consensus core",
  "EXPANDED §11 (Federation)",
  "EXPANDED §2",
  "EXPANDED §4 (Catalog)",
  "EXPANDED §5 (Querying)",
  "Embedding-space drift",
  "Evidentiary source",
  "Expected effect size",
  "External reference",
  "External reference environment archive",
  "Federation governance",
  "Federation invitation",
  "Federation tags",
  "First drift report",
  "Foundational",
  "Foundational figures",
  "Foundational political-economic concepts",
  "Framing fingerprint",
  "Framing markers",
  "Framing softening",
  "Full capture",
  "Geographic variation",
  "Google AI Overview",
  "Governing chain",
  "Hedge density",
  "Independent dimension scoring",
  "Initial Observational Baseline (IOB)",
  "Inter-rater reliability",
  "Interpretive alternatives identification",
  "Interrupted time-series analysis",
  "Jurisdictional assessment",
  "Kullback-Leibler divergence",
  "Layer A",
  "Layer C",
  "Legal-historical anchors",
  "Lexical diversity",
  "Major historical events",
  "Mechanism attribution",
  "Methodology",
  "Methodology revision log",
  "Modality changes",
  "Multilevel (hierarchical) models",
  "Multiple-comparison correction",
  "NEW §0 (Glossary)",
  "Negative controls",
  "Node identifier",
  "Node title",
  "Normative legitimation",
  "Observational cadence",
  "Observational tractability",
  "Observations",
  "Omitted alternatives",
  "Open-source tooling",
  "Personalized output fragmentation",
  "Positive controls",
  "Power analysis report",
  "Primary-source anchors",
  "Privacy and redaction",
  "Proposition persistence",
  "Proposition-level",
  "Query controls",
  "Query reinterpretation",
  "Query set",
  "RENDER",
  "REVISED §6 (Baseline)",
  "Reference Commitment Model (RCM)",
  "Reference source identification",
  "Relation-direction changes",
  "Reproducibility",
  "Required observation duration",
  "Research-ethics review",
  "Response length distribution",
  "Response length normalization",
  "Retrieval systems",
  "SNW Core compliant",
  "SNW Experimental",
  "SNW Extended",
  "SNW-derived, non-comparable",
  "SPXI Protocol",
  "Scientific consensus topics",
  "Semantic Economy",
  "Semantic Economy Institute",
  "Semantic Economy framework",
  "Semantic Exhaustion",
  "Session fingerprinting",
  "Session isolation",
  "Session variability",
  "Sessions per query",
  "Sessions per query per interval",
  "Source authority distribution",
  "Source citation persistence",
  "Source citation profile",
  "Source-to-claim detachment",
  "Specification versioning",
  "Sponsoring institution",
  "Stabilized Node Watch (SNW)",
  "Stabilized background",
  "Stabilized node",
  "Stochastic output amplification",
  "Structural commitment",
  "Structural importance",
  "Structurally contested terms",
  "Sufficient historical depth",
  "Surface blinding",
  "Surface controls",
  "Surface drift",
  "TECHNE",
  "TEMPERED CLAIMS",
  "Tail content",
  "Tail-content persistence",
  "Temporal scope",
  "Uncertainty intervals",
  "Unstabilized node",
  "Visualization",
  "Weeks 1–4 (Calibration)",
  "Weeks 5–16 (Observation)",
  "Within-interval variance"
 ],
 "defines_concepts": [
  "Changepoint detection",
  "Citation shuffling",
  "Companion instruments",
  "Conflict-of-interest declarations",
  "Consensus core",
  "Consensus core extraction",
  "Consolidate platform jurisdiction",
  "Contestation envelope",
  "Contestation envelope mapping",
  "Correction protocol",
  "Cost asymmetry preserved",
  "Cost imposition",
  "Cross-surface coordination",
  "Curatorial responsibility",
  "Democratic legitimacy",
  "Drift dimension",
  "Drift plausibility notes",
  "Drift plausibility",
  "Durable consensus core",
  "EXPANDED §11 (Federation)",
  "EXPANDED §2",
  "EXPANDED §4 (Catalog)",
  "EXPANDED §5 (Querying)",
  "Embedding-space drift",
  "Evidentiary source",
  "Expected effect size",
  "External reference environment archive",
  "Federation governance",
  "Federation invitation",
  "Federation tags",
  "First drift report",
  "Foundational figures",
  "Foundational political-economic concepts",
  "Framing fingerprint",
  "Framing markers",
  "Framing softening",
  "Full capture",
  "Governing chain",
  "Hedge density",
  "Independent dimension scoring",
  "Initial Observational Baseline (IOB)",
  "Inter-rater reliability",
  "Interpretive alternatives identification",
  "Interrupted time-series analysis",
  "Jurisdictional assessment",
  "Legal-historical anchors",
  "Lexical diversity",
  "Major historical events",
  "Mechanism attribution",
  "Methodology revision log",
  "Modality changes",
  "Multilevel (hierarchical) models",
  "Multiple-comparison correction",
  "NEW §0 (Glossary)",
  "Negative controls",
  "Node identifier",
  "Node title",
  "Normative legitimation",
  "Observational cadence",
  "Observational tractability",
  "Omitted alternatives",
  "Open-source tooling",
  "Personalized output fragmentation",
  "Positive controls",
  "Power analysis report",
  "Primary-source anchors",
  "Privacy and redaction",
  "Proposition persistence",
  "Query controls",
  "Query reinterpretation",
  "Query set",
  "REVISED §6 (Baseline)",
  "Reference Commitment Model (RCM)",
  "Reference source identification",
  "Relation-direction changes",
  "Reproducibility",
  "Required observation duration",
  "Research-ethics review",
  "Response length distribution",
  "Response length normalization",
  "SNW Core compliant",
  "SNW Experimental",
  "SNW Extended",
  "SNW-derived, non-comparable",
  "Scientific consensus topics",
  "Session fingerprinting",
  "Session isolation",
  "Session variability",
  "Sessions per query per interval",
  "Sessions per query",
  "Source authority distribution",
  "Source citation persistence",
  "Source citation profile",
  "Source-to-claim detachment",
  "Specification versioning",
  "Sponsoring institution",
  "Stabilized Node Watch (SNW)",
  "Stabilized background",
  "Stabilized node",
  "Stochastic output amplification",
  "Structural commitment",
  "Structural importance",
  "Structurally contested terms",
  "Sufficient historical depth",
  "Surface blinding",
  "Surface controls",
  "Surface drift",
  "TEMPERED CLAIMS",
  "Tail content",
  "Tail-content persistence",
  "Temporal scope",
  "Uncertainty intervals",
  "Unstabilized node",
  "Weeks 1–4 (Calibration)",
  "Weeks 5–16 (Observation)",
  "Within-interval variance"
 ],
 "references_concept_count": 145,
 "external_metadata_path": "/data/external-metadata/AXN-0301.json",
 "openalex_ids": [
  "https://openalex.org/W7163909055",
  "https://openalex.org/W7163775094",
  "https://openalex.org/W7152526477",
  "https://openalex.org/W7163872227",
  "https://openalex.org/W7163810524",
  "https://openalex.org/W7163914076",
  "https://openalex.org/W7163760062",
  "https://openalex.org/W7163923583"
 ],
 "datacite_severance": "severed",
 "body_status": {
  "class": "full",
  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 112133,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "measured_prose_words": 14895,
  "measured_at": "2026-07-31",
  "work_sha256": "36b937252cc2f324afffe34f97bef8528f5bfec914b7e96d47d205cb4137ffd2",
  "prior_bytes_sha256": "2c9e1beafb085e040c9d326d3269ad264953b8dd7b97c60c6eefd208780930d4",
  "w13_tier2": "2026-08-04 W13 TIER 2 BYTE UNGLUE: 55 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": "2026-07-28T00:55:01Z",
   "defect": "whitespace_normalisation",
   "was": "Stabilized Node Watch A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes Document code: EA-SEM-SNW-01 Hex coordinate: ",
   "now": "Stabilized Node Watch A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes Document code: EA-SEM-SNW-01 Hex coordinate:",
   "basis": "Internal whitespace normalised; no textual change."
  },
  {
   "at": "2026-07-28T15:09:45Z",
   "defect": "title_did_not_read_as_a_title",
   "was": "Stabilized Node Watch A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes Document code: EA-SEM-SNW-01 Hex coordinate:",
   "now": "Stabilized Node Watch — A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes",
   "basis": "Read; corrected against the deposit body headings."
  },
  {
   "at": "2026-07-28T15:20:20Z",
   "defect": "registry_title_diverged_from_published_form",
   "was": "Stabilized Node Watch — A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes",
   "now": "Stabilized Node Watch: A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes (v1.0)",
   "basis": "Set verbatim to the title this work carried at Zenodo, from data/doi-resolution-index.json (10.5281/zenodo.20587901, 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": "2026-08-04",
   "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": "version",
   "reason": "AUDIT-DIRECTED VERSION REPAIR: version projected per the audit's explicit recommendation / observed body declaration",
   "was": "v1.0",
   "now": "v2.0"
  },
  {
   "date": "2026-08-05",
   "field": "description",
   "reason": "DW-014 intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "\"Stabilized Node Watch A Specification for Longitudinal Obser\" is a technical specification by Lee Sharks in the Crimson Hexagonal Archive (2026-06-08). A Specification for Longitudinal Observational Infrastructure to Detect Composition-Layer Drift on Stabilized Public-Knowledge Nodes. The work comp",
   "now": "A v2.0 methodological specification by Lee Sharks for **Stabilized Node Watch**, a proposed federated infrastructure for longitudinally monitoring how AI composition surfaces render established public-knowledge nodes.\n\nThe specification distinguishes directly observed surface drift from graded inference about its cause. It defines stabilized nodes through a consensus core and contestation envelope; compares outputs against both an Initial Observational Baseline and an independent Reference Commitment Model; proposes controlled querying, proposition-level extraction, composite drift scores, hierarchical models, changepoint detection, false-discovery control, public diffs, adversarial-evasion analysis, and federation compatibility levels. A twelve-month pilot is costed at roughly `$40,000–65,000`. The record specifies a coordination object and grant-ready pilot; it does not implement the monitoring network or report longitudinal findings."
  },
  {
   "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\": 112133, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 112133, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_"
  },
  {
   "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\": 112133, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 112133, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_"
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "version_basis": {
  "ruling": "AUDIT: project v2.0",
  "prior_registry_claim": "v1.0",
  "observed_body_version": "v2.0",
  "directive": "Project v2.0 consistently and retain the superseded v1.0 DOI and the open federated-implementation status.",
  "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/166/",
  "self_url": "https://www.alexanarch.org/data/records/166.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-0301-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}