{
 "entity": "ml-classifiers-particle-accelerators",
 "name": "Machine learning classifiers in particle accelerators",
 "type": "C (public entity)",
 "type_label": "type C — a conventional reading holds it (public entity)",
 "source": "battery 1d, 2026-10-07 (operator's run); the field topic (accelerator diagnostics, beam tuning, event classification); the lhc-trigger-foreclosure entity (classifier-mediated triggers at the LHC) is a narrower entity within it",
 "stage": "composed 2026-10-07 on intake (draft, not frozen; independent audit run, findings fixed; ledgers not re-audited): field 45 claims, archive 121 from 16 of 22 deposits; hop run, none admitted",
 "date": "2026-10-07",
 "status": {
  "procedure": "EA-NEGONT-02 v0.7 (#1665); entity before address (ruled 2026-10-07); archive selected by D/R/O, first reading 2026-10-07 (16 of 22 admitted); one citation hop back and forward run, 0 admitted",
  "ledger": "unaudited (§3.8: one extractor per ledger; field excerpts by WebFetch, archive quotes verified verbatim 121/121); carried as contested within the pool: whether collapse is occurring (#932 W2 against #932/#931/#1450/#1454), the inversion and its diagnosis (#935 against #934), Zenodo and the trigger (#935 against #934, with #1611), policing the term (#1436 against #1454); #1455's orientation sentence falsified by #1456",
  "frozen": false
 },
 "addresses": [
  {
   "address": "machine learning classifiers particle accelerators",
   "address_url": null,
   "register": [
    {
     "slug": "machine-learning-classifiers-particle-accele-20261007",
     "obs_id": "OBS-d0d05d54a1dc",
     "surface": "Google AI Overview",
     "auth": "signed out, incognito",
     "dates": [
      "2026-10-07"
     ],
     "archive_present": false,
     "transcript_sha256": "157683cdd60f04d35ddfdcefdb67914cb3c55640944eb0beef7bff33e0740b75",
     "url": "https://www.alexanarch.org/non/ml-classifiers-particle-accelerators/#reg-machine-learning-classifiers-particle-accele-20261007"
    }
   ]
  }
 ],
 "counts": {
  "ko_sentences": 22,
  "p_words": 337,
  "field_claims": 45,
  "archive_claims": 121,
  "ko_field_claims_cited": 43,
  "ko_archive_claims_cited": 63,
  "admitted_deposits": 16,
  "register_addresses": 1,
  "traversal": {
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   "D_deposits": 22,
   "R_sentences": 20,
   "R_deposits": 11,
   "O_direct": 79,
   "O_class": 0,
   "O_deposits": 14,
   "H_candidates": 0
  }
 },
 "links": {
  "record": "https://www.alexanarch.org/non/ml-classifiers-particle-accelerators/",
  "table_of_contents": "https://www.alexanarch.org/non/index.json",
  "register": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/register.json",
  "row": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/rows/ml-classifiers-particle-accelerators.json",
  "archive_ledger": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/ledgers/ml-classifiers-particle-accelerators/ledger-archive.json",
  "field_ledger": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/ledgers/ml-classifiers-particle-accelerators/field.json",
  "selection": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/ml-classifiers-particle-accelerators/",
  "traversal": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/ml-classifiers-particle-accelerators/",
  "traversal_summary": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/ml-classifiers-particle-accelerators/summary.json",
  "reading": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/traversal/ml-classifiers-particle-accelerators/reading.json",
  "configuration": "https://www.alexanarch.org/datasets/negative-of-the-negative/v2/panel/configs/ml-classifiers-particle-accelerators.json"
 },
 "row_sha256": "ad109cbf2c399bd913b9e8f87fa25dd42f27788b4f9ae6c5c3f5c0b5263bd2c0",
 "record_url": "https://www.alexanarch.org/non/ml-classifiers-particle-accelerators/",
 "json_url": "https://www.alexanarch.org/non/ml-classifiers-particle-accelerators/entity.json",
 "spec": "https://www.alexanarch.org/s/records/1665/",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "license": "CC BY 4.0"
}