{
 "generated_utc": "2026-08-12T16:14:46Z",
 "loops": {
  "intake": {
   "available": true,
   "terms_total": 68,
   "terms_confirmable": 29,
   "terms_carried": 39,
   "note": "CONFIRMED = the column's values were checked. CARRIED = real Darwin Core, header-identified, values not corroborable. The split is the product."
  },
  "files": [
   {
    "file": "eia_fr_shape",
    "available": true,
    "n_columns": 10,
    "n_rows": 90,
    "confirmed": 4,
    "carried": 5,
    "refused": 0,
    "unmapped": 1,
    "publishable": 0,
    "sampled": 90,
    "refusals": [
     "event_date: column 'Date' nominated but nothing in it parsed as a date"
    ],
    "quality": {
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 90,
     "FS_COORDINATE_PRECISION_LOW": 1
    },
    "quality_clean_rows": 0,
    "quality_error_rows": 0,
    "cohort": "benchmark"
   },
   {
    "file": "naturecounts_shape",
    "available": true,
    "n_columns": 38,
    "n_rows": 120,
    "confirmed": 7,
    "carried": 10,
    "refused": 0,
    "unmapped": 19,
    "publishable": 120,
    "sampled": 120,
    "refusals": [],
    "quality": {
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 120
    },
    "quality_clean_rows": 0,
    "quality_error_rows": 0,
    "cohort": "benchmark"
   },
   {
    "file": "paper_csv_shape",
    "available": true,
    "n_columns": 9,
    "n_rows": 75,
    "confirmed": 5,
    "carried": 1,
    "refused": 0,
    "unmapped": 3,
    "publishable": 75,
    "sampled": 75,
    "refusals": [],
    "quality": {
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 75,
     "FS_COORDINATE_PRECISION_LOW": 3
    },
    "quality_clean_rows": 0,
    "quality_error_rows": 0,
    "cohort": "benchmark"
   },
   {
    "file": "paleobiodb_occs",
    "available": true,
    "n_columns": 29,
    "n_rows": 300,
    "confirmed": 2,
    "carried": 3,
    "refused": 8,
    "unmapped": 15,
    "publishable": 0,
    "sampled": 300,
    "refusals": [
     "taxon_name: 2 headers token-match and NONE matches exactly ('identified_name', 'accepted_name') \u2014 REFUSED as AMBIGUOUS. We also checked the VALUES against GBIF's backbone taxonomy and they did not settle it: 'accepted_name' (100%) and 'identified_name' (79%) are too close to separate \u2014 refused, as before",
     "taxonRank: 2 headers token-match and NONE matches exactly ('identified_rank', 'accepted_rank') \u2014 REFUSED as AMBIGUOUS",
     "elevationInMeters: 2 headers token-match and NONE matches exactly ('altitude_value', 'altitude_unit') \u2014 REFUSED as AMBIGUOUS",
     "basisOfRecord: column 'record_type' nominated but 0/300 values in the basisOfRecord vocabulary \u2014 REFUSED",
     "month: column 'min_ma' nominated but 6/300 values numeric within [1, 12] \u2014 REFUSED"
    ],
    "quality": {
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 300,
     "FS_COORDINATE_CLUSTERED": 244,
     "FS_COORDINATE_PRECISION_LOW": 99
    },
    "quality_clean_rows": 0,
    "quality_error_rows": 0,
    "cohort": "public"
   },
   {
    "file": "obis_flat",
    "available": true,
    "n_columns": 144,
    "n_rows": 300,
    "confirmed": 26,
    "carried": 34,
    "refused": 2,
    "unmapped": 82,
    "publishable": 298,
    "sampled": 300,
    "refusals": [
     "taxon_name: 'scientificName' is a strict rank-refinement of 'species' on 10 row(s) with 0 contradictions (e.g. a subspecies where the other holds only the binomial) \u2014 the MORE SPECIFIC column was used, so the rank is not discarded",
     "continent: column 'continent' nominated but 3/33 values in the continent vocabulary \u2014 REFUSED"
    ],
    "quality": {
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 134,
     "FS_COORDINATE_PRECISION_LOW": 22,
     "FS_PRECISION_EXCEEDS_UNCERTAINTY": 4,
     "FS_COORDINATE_UNSAMPLED_AREA": 1
    },
    "quality_clean_rows": 150,
    "quality_error_rows": 0,
    "cohort": "public"
   }
  ],
  "quality_published": [
   {
    "source": "gbif_odonata_ca_sample.json",
    "available": true,
    "n_rows": 5064,
    "clean": 1606,
    "error_rows": 0,
    "by_code": {
     "FS_PRECISION_EXCEEDS_UNCERTAINTY": 1230,
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 1972,
     "FS_COORDINATE_PRECISION_LOW": 1028,
     "FS_DATE_PRECISION_REDUCED": 38
    }
   },
   {
    "source": "nonbird_gbif_sample.json",
    "available": true,
    "n_rows": 400,
    "clean": 220,
    "error_rows": 0,
    "by_code": {
     "FS_COORDINATE_UNCERTAINTY_ABSENT": 138,
     "FS_COORDINATE_PRECISION_LOW": 42,
     "FS_PRECISION_EXCEEDS_UNCERTAINTY": 39
    }
   }
  ],
  "moat": {
   "available": true,
   "claim": "replay_rate",
   "replay_rate": 0.7733,
   "live_rate": 0.7733,
   "n_benchmark": 15,
   "k_anon_tokens": 145,
   "note": "replay_rate is THE claim; live_rate is confounded (it rises when easier files arrive). \u26a0 replay_rate is only comparable at a FIXED benchmark generation \u2014 it fell 0.90\u21920.73 when harder files were ADDED (B-01-07)."
  }
 },
 "reads": "Every figure is DERIVED at generation time from the artifact or the module it describes. A panel that cannot compute says UNAVAILABLE and names the missing input \u2014 it never falls back to a remembered number, because a stale figure is invisible and a gap is not."
}