{"id":"W6962034426","doi":"10.15468/dl.hgnrxq","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":[0.0009618317,0.002314034,0.001668272,0.004583912,0.001015641,0.00261548,0.003132457,0.001975171,0.1408147],"category_scores_gemma":[0.006074795,0.0009603757,0.001247977,0.009189676,0.0004638378,0.002379912,0.002597502,0.002007746,0.1991573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017462,"about_ca_system_score_gemma":0.002581193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02468343,"about_ca_topic_score_gemma":0.04111299,"domain_scores_codex":[0.9989906,0.0001365231,0.0001358758,0.0003585111,0.0002242889,0.0001541997],"domain_scores_gemma":[0.9978514,0.0005997774,0.0002010401,0.0005485408,0.0005400811,0.0002592923],"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":[0.00003816253,0.00001283354,0.0003830642,0.0005787656,0.00001645061,0.00001722249,0.00002441187,0.0001516095,0.0001197026,0.0004494498,0.9966242,0.001584194],"study_design_scores_gemma":[0.0000863113,0.000009043875,0.001443027,0.00017648,0.00001494386,0.00004137748,0.00006494573,0.0002033372,0.0002055897,0.0009244415,0.9968119,0.00001856074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004874984,0.00003277716,0.00005873123,0.00003673355,0.00001104796,0.000006016756,0.9984797,0.0006213814,0.0007049385],"genre_scores_gemma":[0.0001590139,0.00003825177,0.0002468817,0.00004520328,0.000002738361,0.00003623795,0.9988337,0.0002007879,0.000437159],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8591853,"threshold_uncertainty_score":0.471072,"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."}}