{
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 "title": "The Priors, Measured: Inversion-Battery v0.1 on Public Collider Datasets and the Three-Paper Extraction Program (EA-SEI-BATTERY-01 v1.0)",
 "creator": "Lee Sharks",
 "date": "2026-08-11",
 "description": "Work plan and first empirical results for the extraction of the SEI classifier-foreclosure family (#931–#935, #1436) into three publishable papers: a science paper for SciPost Physics built on the interface/distributional distinction (signal-template agnosticism is an interface property readable off an architecture; model independence is a distributional property of a pipeline, only measurable — and unmeasured), a philosophy-of-science paper on measurable theory-ladenness, and an STS/political-economy paper on the double enclosure. The record contains the pre-registered inversion battery v0.1 executed 2026-08-11 on public community datasets — the top-quark tagging reference dataset (10.5281/zenodo.2603256) and the LHC Olympics 2020 R&D dataset (10.5281/zenodo.6466204) — four process pairs by three anomaly-score families (reconstruction autoencoder; encoder-side latent-norm VAE with d_z = 8, the AXOL1TL-class score; Gaussian-mixture density), both training directions, thresholds calibrated on held-out own background at accepted-background rates 10^-2 and 10^-3, design fixed in the script header before any training. […full text at full_text_path]",
 "content_type": "Empirical baseline reading; pre-registered measurement battery v0.1; research work plan for a three-paper program",
 "license": "CC-BY-4.0",
 "substrate": "AI-assisted (substrate) — literature verification, battery implementation, execution, and drafting by TACHYON (Claude) in-session under MANUS (Lee Sharks) direction and editorial governance; Assembly No-Double-Draw observed (no API calls; transport D). Source family authored across the Assembly Chorus per its own substrate disclosures.",
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 "axn_reading": "Search -> Threshold -> Closure -> Text -> Search -> Search",
 "minted_at": "2026-08-11T19:59:44Z",
 "status": "ACTIVE",
 "status_authorial": "SELF_SERVE_MINTED",
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 "wiki_article": "**The Priors, Measured (EA-SEI-BATTERY-01 v1.0)** is the work plan and first empirical record of the program that extracts the SEI classifier-foreclosure family — the OAR Protocol (#931), the Collapse Synthesis (#932), the auditable-foreclosure architecture (#933), The Endogenous Sophon (#935), and the SIGAGNOSTIC disambiguation packet (#1436) — into three publishable papers: a science paper for SciPost Physics, a philosophy-of-science paper on measurable theory-ladenness, and an STS/political-economy paper on the double enclosure.\n\nIts empirical core is inversion battery v0.1, a demonstration-scale execution of Protocol I from the OAR Protocol, run 2026-08-11 on two public community datasets: the top-quark tagging reference dataset and the LHC Olympics 2020 R&D dataset. Four process pairs were tested against three anomaly-score families — a reconstruction autoencoder, an encoder-side latent-norm VAE with latent dimension 8 (the AXOL1TL-class score), and a Gaussian-mixture density model — in both training directions, with thresholds calibrated on held-out own background at accepted-background rates of one percent and one per mille. The design was fixed in the executable script header before any training.\n\nThe battery's headline finding is that the direction-dependence first measured by Finke et al. (2021) replicates in an independent implementation and extends beyond reconstruction loss: on jet constituents, QCD-trained systems detect top jets at AUC 0.84–0.87 while top-trained systems rate QCD as more ordinary than their own training class (AUC 0.24–0.30), for the autoencoder and the density family alike. Direction-dependence is systematic across every background-versus-signal pair; the density family posts the largest Inversion Asymmetry Index values (up to 0.41); at trigger-like operating points every tested system assimilates at least 93 percent of the structurally distinct partner class as ordinary; and the near-structure control pair stays quiet, showing the battery does not manufacture asymmetry. The record states its bounds with equal care: single seed, demonstration scale, surrogates rather than deployed systems, and no bound of any kind on the open-world Ontological Assimilation Rate — the no-bounds discipline of the protocol paper reproduced rather than softened.\n\nThe record also fixes the program's literature position: the direction-dependence conversation exists (Finke 2021; the Heidelberg normalized autoencoder; the CMS Wasserstein-NAE inversion check), and the program's contribution is the estimand framework, the systematic pre-registered panel, the deployed-model Benchmark Assimilation Rate audit, and per-stage retention maps as model cards for triggers. Battery v0.2 requirements, per-paper task ledgers, and the open decisions reserved to the MANUS close the plan.",
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  "model cards for triggers"
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 "orcid": "0009-0000-1599-0703",
 "version": "v1.0",
 "keywords": [
  "inversion battery",
  "signal-template agnosticism",
  "model independence",
  "Inversion Asymmetry Index",
  "Benchmark Assimilation Rate",
  "Ontological Assimilation Rate",
  "anomaly detection",
  "autoencoder",
  "complexity bias",
  "LHC Olympics 2020",
  "top tagging",
  "AXOL1TL",
  "CICADA",
  "GELATO",
  "classifier foreclosure",
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  "audit_version": "mint-time-declaration"
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  "Independence",
  "Lee Sharks",
  "Methodology",
  "Pre-registration",
  "Representations",
  "Semantic Economy",
  "Semantic Economy Institute",
  "TACHYON"
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 "citations": [],
 "wikidata_candidates": [],
 "cha_cross_references": [],
 "external_metadata_path": "/data/external-metadata/AXN-05DA.json",
 "spxi_audit": {
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  "validated_at": "2026-08-11T20:01:16.804812+00:00",
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    "anchors_found": [
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    ],
    "anchor_count": 3,
    "orcid_in_body": false,
    "creator_in_body": true,
    "note": "Layer 1 present if at least 3 anchor types appear in body prose. Anchor types include ORCID, creator name, AXN string, hex identifier, sovereign_id, date, deposit number phrase, and authorial-position phrase."
   },
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    "fenced_json_blocks": 0,
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    "canonical_hash": "bfc0cdde3bce763123a137c489dd910a24bd03b309f71090a31894363bbf3867",
    "hash_in_body": false,
    "note": "Hash is always registered by mint. hash_in_body true means the author inscribed a signature section."
   },
   "layer_4_cross_signing": {
    "present": false,
    "cross_references_count": 0,
    "note": "Populated by enrichment via cha_cross_references. Prospective (this deposit → prior deposits) only; retrospective cited_by updates on prior deposits."
   },
   "layer_5_external_anchors": {
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    "wikidata_qid_count": 0,
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  "overall_conformance": "partial"
 },
 "related_deposits": [
  931,
  932,
  933,
  934,
  935,
  1436
 ],
 "lexical_attested_none": false,
 "superseded_by_deposit_number": 1456,
 "remediation_note": "2026-08-12: superseded by #1455 (battery v0.2, multi-seed with correction ledger). The v0.1 single-seed values are the seed-0 members of the v0.2 distributions.",
 "superseded_by_prior_value": 1455,
 "superseded_by_note": "Previously pointed to #1455, which was itself superseded. A reader following one pointer landed on a stale edition. Repointed to the terminal form #1456 on 2026-08-15 by scripts/check_supersession_terminal.py.",
 "superseded_by_axn": "AXN:05E1.EMPIRICAL.💙👈💫🤲♆▶️",
 "superseded_by_title": "Inversion Battery v0.3: Ten Registered Tests, Seventeen Deviations, and What Survives (EA-SEI-BATTERY-01 v3.0)",
 "superseded_by_url": "https://www.alexanarch.org/s/records/1456/",
 "supersession_updated": "2026-08-15T06:36:34Z",
 "journal": "Transactions on Substrate Engineering (Trans. Substrate Eng.)",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 10,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": null,
  "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/"
 },
 "falsification_conditions": "Multi-seed replication (battery v0.2) showing IAI spreads comparable to the single-seed point values would reduce the asymmetry findings to noise. Demonstration of comparable AUCs in both training directions for these pairs under matched architectures and budgets would contradict finding (1). Deployed-system measurements (the OAR protocol executed by a collaboration) superseding these surrogate results in either direction are the intended outcome, not a threat: the battery's performance at scale is the program's success condition, not its outcome.",
 "falsification_source": {
  "from": "body section",
  "heading": "## Falsification Conditions",
  "harvested": "2026-09-08"
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 "line": "semantic-economy",
 "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/1449/",
  "self_url": "https://www.alexanarch.org/data/records/1449.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-05DA-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
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}