{
 "top": [
  {
   "scientific_name": "Oxycheilinus digramma",
   "common_name": "Cheeklined wrasse",
   "family": "Labridae",
   "prob": 0.3615,
   "prob_geo": 0.7843,
   "crop_votes": 0.4219
  },
  {
   "scientific_name": "Epibulus insidiator",
   "common_name": "Slingjaw wrasse",
   "family": "Labridae",
   "prob": 0.1463,
   "prob_geo": 0.0558,
   "crop_votes": 0.1406
  },
  {
   "scientific_name": "Paracheilinus octotaenia",
   "common_name": "Red Sea eightline flasher",
   "family": "Labridae",
   "prob": 0.1134,
   "prob_geo": 0.0427,
   "crop_votes": 0.1094
  },
  {
   "scientific_name": "Epinephelus fasciatus",
   "common_name": "Blacktip grouper",
   "family": "Serranidae",
   "prob": 0.1034,
   "prob_geo": 0.0111,
   "crop_votes": 0.0938
  },
  {
   "scientific_name": "Cirrhilabrus rubriventralis",
   "common_name": "Social wrasse",
   "family": "Labridae",
   "prob": 0.0504,
   "prob_geo": 0.0299,
   "crop_votes": 0.0469
  }
 ],
 "family": [
  {
   "name": "Labridae",
   "prob": 0.7763
  },
  {
   "name": "Serranidae",
   "prob": 0.1231
  },
  {
   "name": "Scaridae",
   "prob": 0.0413
  },
  {
   "name": "Pomacentridae",
   "prob": 0.0271
  },
  {
   "name": "Holocentridae",
   "prob": 0.0096
  }
 ],
 "genus": [
  {
   "name": "Oxycheilinus",
   "prob": 0.3615
  },
  {
   "name": "Epibulus",
   "prob": 0.1463
  },
  {
   "name": "Paracheilinus",
   "prob": 0.1134
  },
  {
   "name": "Epinephelus",
   "prob": 0.1036
  },
  {
   "name": "Cirrhilabrus",
   "prob": 0.0504
  }
 ],
 "agreement": 0.4219,
 "confidence": "low",
 "n_crops": 64,
 "model": "bioclip-2.5 (hf-hub:imageomics/bioclip-2.5-vith14, open_clip, zero-shot)",
 "label_set": "redsea_fish_species.csv (332 Red Sea species)",
 "crop_top1_votes": {
  "Oxycheilinus digramma": 27,
  "Epibulus insidiator": 9,
  "Paracheilinus octotaenia": 7,
  "Epinephelus fasciatus": 6,
  "Gomphosus caeruleus": 4,
  "Cirrhilabrus rubriventralis": 3,
  "Scarus psittacus": 2,
  "Pseudocheilinus hexataenia": 1,
  "Sargocentron caudimaculatum": 1,
  "Chromis pelloura": 1
 },
 "open_set": {
  "n_species": 23272,
  "top": [
   {
    "scientific_name": "Pseudocheilinus evanidus",
    "common_name": "Disappearing Wrasse",
    "family": "Labridae",
    "prob": 0.7936,
    "in_label_set": false
   },
   {
    "scientific_name": "Paracheilinus carpenteri",
    "common_name": "Pink flasher",
    "family": "Labridae",
    "prob": 0.0116,
    "in_label_set": false
   },
   {
    "scientific_name": "Epinephelus fasciatus",
    "common_name": "Blacktip grouper",
    "family": "Serranidae",
    "prob": 0.0109,
    "in_label_set": true
   },
   {
    "scientific_name": "Chromis multilineata",
    "common_name": "Brown chromis",
    "family": "Pomacentridae",
    "prob": 0.0102,
    "in_label_set": false
   },
   {
    "scientific_name": "Pseudochromis cyanotaenia",
    "common_name": "Yellowhead Dottyback",
    "family": "Pseudochromidae",
    "prob": 0.0077,
    "in_label_set": false
   }
  ],
  "family": [
   {
    "name": "Labridae",
    "prob": 0.9181
   },
   {
    "name": "Serranidae",
    "prob": 0.031
   },
   {
    "name": "Pseudochromidae",
    "prob": 0.0224
   },
   {
    "name": "Pomacentridae",
    "prob": 0.0163
   },
   {
    "name": "Scaridae",
    "prob": 0.0032
   }
  ],
  "label_top1_global_rank": 338,
  "label_set_mass": 0.0201
 },
 "confidence_label_set_only": "low",
 "confidence_note": "open-set top-1 Pseudocheilinus evanidus (p=0.79, other genus, not in label set); label-set mass 0.02",
 "label": "Oxycheilinus digramma (Cheeklined wrasse) 36% - low",
 "settings": {
  "prompt": "ens",
  "view": [
   "unmasked"
  ],
  "wb": false,
  "temperature": 1.0,
  "soft_alpha": true,
  "logit_scale": 98.875,
  "aggregation": "arithmetic mean over crops of the per-crop softmax (linear opinion pool, per-crop temperature); prob_geo = renormalised geometric mean (reference only, overconfident for correlated crops)",
  "confidence_rule": "high: p1>=0.8 & agreement>=0.8; medium: (p1>=0.4 & agreement>=0.5) or (genus p>=0.7 & agreement>=0.5); else low (p = arithmetic mean of the per-crop softmax); one level down if the open-set check prefers another genus outside the label set (label-set mass < 0.5)"
 },
 "source": {
  "kind": "fish",
  "name": "w02_fish9",
  "dir": "D:\\devel\\fish-reconstructor\\work\\w02\\fish\\w02_fish9",
  "track_ids": null,
  "n_available": 229,
  "frames": [
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 },
 "created": "2026-11-10 07:55:56"
}