{"id":"W6943432433","doi":"10.15468/dl.v92c2m","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Range (aeronautics); Set (abstract data type); Identification (biology); Download","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":[0.0009582069,0.002296438,0.001640626,0.004531853,0.001011175,0.002559972,0.003059185,0.001978628,0.132473],"category_scores_gemma":[0.005904611,0.00094343,0.001230508,0.008999592,0.0004646644,0.002325365,0.002561554,0.00199455,0.1930913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724817,"about_ca_system_score_gemma":0.002576918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02451151,"about_ca_topic_score_gemma":0.04190212,"domain_scores_codex":[0.9989762,0.0001392614,0.0001361311,0.0003656523,0.0002252971,0.0001573966],"domain_scores_gemma":[0.9978799,0.0005783555,0.0001989639,0.0005381668,0.0005396766,0.0002649175],"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":[0.00003940991,0.00001379405,0.0004168372,0.0005877441,0.00001676457,0.00001774588,0.00002522831,0.0001547907,0.000130198,0.0004560206,0.9965401,0.00160145],"study_design_scores_gemma":[0.00008673374,0.000009800474,0.001601476,0.0001775717,0.00001526114,0.0000431322,0.00006922961,0.0002143583,0.000214335,0.0009312189,0.9966176,0.00001917314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005295706,0.00003371364,0.0000575477,0.00003652405,0.00001133129,0.000006056738,0.9985184,0.0005923728,0.0006911104],"genre_scores_gemma":[0.0001610185,0.00003696503,0.0002431488,0.0000440104,0.00000269822,0.00003477839,0.9988768,0.0001745393,0.000426031],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.867527,"threshold_uncertainty_score":0.4431664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}