{
 "method": "Distinct Arkansas-affiliated authors on the retained 2021-2025 works, per area.\n\nWorks: the geography restatement's prepared cohort, 2021-2025, with at least one\nretain_source_proxy or reassign decision (the basis of recent-window-counts.csv).\nAuthors: distinct OpenAlex author IDs on those works with at least one authorship\ninstitution in the work's retained Arkansas set, read from the cached OpenAlex\nwork pages the restatement audited. Division of Agriculture works: retained works\nwhere an Arkansas authorship's raw affiliation names the Division of Agriculture,\nan Agricultural Experiment Station, the Cooperative Extension Service or a UA\nresearch and extension center or research station, or the Center of Excellence for Poultry Science.\nTopic counts: retained works whose OpenAlex primary topic or subfield name matches the\nwater or quantum pattern below.",
 "inputs": {
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  "initiatives/arkansas-industry-research/data/analysis/2026-10-28-geography-restatement-v1/inputs/area-definitions.json": "ca7a5c302908bae3de488b38fdcac8cb12e3126921131ac33924f02cbccaee1e",
  "initiatives/arkansas-industry-research/data/analysis/2026-10-28-adversarial-corrections-v1/evidence/geography/recent-window-counts.csv": "a9fe57721abba8f772f5d87c5ad78d7ae81ca64b412e58a4952638b768ce3111",
  "initiatives/arkansas-industry-research/data/analysis/2026-10-28-adversarial-corrections-v1/evidence/geography/subfield-recent-counts.csv": "61561d0acb87e8fb01f22f3c6f99cdb0507ab0cd96cbe63540b6a83fc5a8c0bf"
 },
 "cached_pages": {
  "path": "epscor-landscape/sources/scratch/strengths/openalex-cache/ledger-pages",
  "files": 222,
  "works_read": 24869
 },
 "retained_works": 24740,
 "topic_counts": {
  "water_hydrology_irrigation": 309,
  "quantum": 98
 },
 "retained_works_without_page": [],
 "rows": [
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   "area_id": "all_fields",
   "name": "",
   "works": 24740,
   "recorded_works": 24743,
   "matches_recorded": false,
   "distinct_arkansas_authors": 14638,
   "division_of_agriculture_works": 1033,
   "division_of_agriculture_authors": 902
  },
  {
   "area_id": "ARA1",
   "name": "",
   "works": 2211,
   "recorded_works": 2211,
   "matches_recorded": true,
   "distinct_arkansas_authors": 2464,
   "division_of_agriculture_works": 12,
   "division_of_agriculture_authors": 21
  },
  {
   "area_id": "ARA2",
   "name": "",
   "works": 403,
   "recorded_works": 403,
   "matches_recorded": true,
   "distinct_arkansas_authors": 361,
   "division_of_agriculture_works": 3,
   "division_of_agriculture_authors": 6
  },
  {
   "area_id": "ARA3",
   "name": "",
   "works": 78,
   "recorded_works": 78,
   "matches_recorded": true,
   "distinct_arkansas_authors": 70,
   "division_of_agriculture_works": 3,
   "division_of_agriculture_authors": 12
  },
  {
   "area_id": "ARA4",
   "name": "",
   "works": 451,
   "recorded_works": 451,
   "matches_recorded": true,
   "distinct_arkansas_authors": 496,
   "division_of_agriculture_works": 2,
   "division_of_agriculture_authors": 2
  },
  {
   "area_id": "ARA5",
   "name": "",
   "works": 1365,
   "recorded_works": 1365,
   "matches_recorded": true,
   "distinct_arkansas_authors": 1117,
   "division_of_agriculture_works": 330,
   "division_of_agriculture_authors": 366
  },
  {
   "area_id": "ARA6",
   "name": "",
   "works": 861,
   "recorded_works": 861,
   "matches_recorded": true,
   "distinct_arkansas_authors": 803,
   "division_of_agriculture_works": 261,
   "division_of_agriculture_authors": 284
  },
  {
   "area_id": "ARA7",
   "name": "",
   "works": 375,
   "recorded_works": 375,
   "matches_recorded": true,
   "distinct_arkansas_authors": 365,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
  {
   "area_id": "feed",
   "name": "",
   "works": 697,
   "recorded_works": 697,
   "matches_recorded": true,
   "distinct_arkansas_authors": 587,
   "division_of_agriculture_works": 243,
   "division_of_agriculture_authors": 263
  },
  {
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   "name": "",
   "works": 1365,
   "recorded_works": 1365,
   "matches_recorded": true,
   "distinct_arkansas_authors": 1117,
   "division_of_agriculture_works": 330,
   "division_of_agriculture_authors": 366
  },
  {
   "area_id": "move",
   "name": "",
   "works": 78,
   "recorded_works": 78,
   "matches_recorded": true,
   "distinct_arkansas_authors": 70,
   "division_of_agriculture_works": 3,
   "division_of_agriculture_authors": 12
  },
  {
   "area_id": "supply",
   "name": "",
   "works": 303,
   "recorded_works": 303,
   "matches_recorded": true,
   "distinct_arkansas_authors": 315,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
  {
   "area_id": "power",
   "name": "",
   "works": 403,
   "recorded_works": 403,
   "matches_recorded": true,
   "distinct_arkansas_authors": 361,
   "division_of_agriculture_works": 3,
   "division_of_agriculture_authors": 6
  },
  {
   "area_id": "care",
   "name": "",
   "works": 1953,
   "recorded_works": 1953,
   "matches_recorded": true,
   "distinct_arkansas_authors": 2208,
   "division_of_agriculture_works": 10,
   "division_of_agriculture_authors": 20
  },
  {
   "area_id": "supply-legacy",
   "name": "",
   "works": 275,
   "recorded_works": 275,
   "matches_recorded": true,
   "distinct_arkansas_authors": 298,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
  {
   "area_id": "grow-crop-only",
   "name": "",
   "works": 1115,
   "recorded_works": 1115,
   "matches_recorded": true,
   "distinct_arkansas_authors": 907,
   "division_of_agriculture_works": 311,
   "division_of_agriculture_authors": 334
  },
  {
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   "works": 791,
   "recorded_works": 791,
   "matches_recorded": true,
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   "division_of_agriculture_works": 252,
   "division_of_agriculture_authors": 270
  },
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   "name": "",
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   "recorded_works": 371,
   "matches_recorded": true,
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   "division_of_agriculture_works": 2,
   "division_of_agriculture_authors": 2
  },
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   "name": "Molecular Biology",
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   "matches_recorded": true,
   "distinct_arkansas_authors": 1336,
   "division_of_agriculture_works": 51,
   "division_of_agriculture_authors": 74
  },
  {
   "area_id": "subfield:2746",
   "name": "Surgery",
   "works": 780,
   "recorded_works": 780,
   "matches_recorded": true,
   "distinct_arkansas_authors": 956,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
  {
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   "name": "Oncology",
   "works": 440,
   "recorded_works": 440,
   "matches_recorded": true,
   "distinct_arkansas_authors": 569,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
  {
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   "name": "Cancer Research",
   "works": 169,
   "recorded_works": 169,
   "matches_recorded": true,
   "distinct_arkansas_authors": 273,
   "division_of_agriculture_works": 1,
   "division_of_agriculture_authors": 5
  },
  {
   "area_id": "subfield:2735",
   "name": "Pediatrics, Perinatology and Child Health",
   "works": 189,
   "recorded_works": 189,
   "matches_recorded": true,
   "distinct_arkansas_authors": 354,
   "division_of_agriculture_works": 2,
   "division_of_agriculture_authors": 2
  },
  {
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   "name": "Infectious Diseases",
   "works": 335,
   "recorded_works": 336,
   "matches_recorded": false,
   "distinct_arkansas_authors": 623,
   "division_of_agriculture_works": 16,
   "division_of_agriculture_authors": 31
  },
  {
   "area_id": "subfield:2738",
   "name": "Psychiatry and Mental health",
   "works": 253,
   "recorded_works": 253,
   "matches_recorded": true,
   "distinct_arkansas_authors": 264,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
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   "name": "Neurology",
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   "recorded_works": 193,
   "matches_recorded": true,
   "distinct_arkansas_authors": 326,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
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   "name": "Artificial Intelligence",
   "works": 184,
   "recorded_works": 184,
   "matches_recorded": true,
   "distinct_arkansas_authors": 235,
   "division_of_agriculture_works": 0,
   "division_of_agriculture_authors": 0
  },
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   "recorded_works": 164,
   "matches_recorded": true,
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   "division_of_agriculture_works": 18,
   "division_of_agriculture_authors": 33
  },
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   "name": "Water Science and Technology",
   "works": 126,
   "recorded_works": 126,
   "matches_recorded": true,
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   "division_of_agriculture_works": 6,
   "division_of_agriculture_authors": 13
  },
  {
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   "name": "Insect Science",
   "works": 124,
   "recorded_works": 124,
   "matches_recorded": true,
   "distinct_arkansas_authors": 121,
   "division_of_agriculture_works": 13,
   "division_of_agriculture_authors": 31
  }
 ]
}