{"id":"W6943711403","doi":"10.15468/dl.xu7jty","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009150957,0.001749418,0.001434276,0.004641809,0.0008731368,0.00243289,0.002569971,0.00178675,0.1664542],"category_scores_gemma":[0.005432361,0.0008523961,0.00110332,0.008958489,0.0004120434,0.00208436,0.002483114,0.001781699,0.2187255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441335,"about_ca_system_score_gemma":0.002122581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02085947,"about_ca_topic_score_gemma":0.03472345,"domain_scores_codex":[0.9990593,0.0001252181,0.0001216811,0.0003225867,0.0002095803,0.0001616735],"domain_scores_gemma":[0.997806,0.0005760778,0.0002153387,0.0005940778,0.0005338138,0.0002747421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002967832,0.00001026773,0.000388486,0.0005433526,0.00001614383,0.0000145332,0.00002390944,0.0001099098,0.0001261748,0.0003907232,0.9969493,0.001397624],"study_design_scores_gemma":[0.00006852137,0.00000731571,0.001892454,0.0001711518,0.00001412691,0.00003405359,0.00006379656,0.0001133704,0.0001860263,0.0007202419,0.9967132,0.00001587014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003967357,0.0000234557,0.00003827695,0.00002995921,0.000009846942,0.000004644983,0.998889,0.0003397228,0.0006253996],"genre_scores_gemma":[0.0001627634,0.00003052943,0.0001676328,0.00004255866,0.000003261367,0.0000365359,0.9989749,0.0001442022,0.0004376374],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8335458,"threshold_uncertainty_score":0.5568448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}