{"id":"W7106234308","doi":"10.15468/dl.9darwv","title":"Occurrence Download","year":2025,"lang":"","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; Set (abstract data type)","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":[0.0008905936,0.001585149,0.001385027,0.00480696,0.0008936138,0.002222455,0.002345983,0.001584672,0.1727943],"category_scores_gemma":[0.005133609,0.0007643885,0.0009604531,0.009820011,0.0003811195,0.001959487,0.002212777,0.001694376,0.2126311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567083,"about_ca_system_score_gemma":0.002637996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03474604,"about_ca_topic_score_gemma":0.06029017,"domain_scores_codex":[0.9991179,0.0001107206,0.0001018785,0.0002943765,0.0002132372,0.0001619036],"domain_scores_gemma":[0.9976245,0.0005876417,0.0002300959,0.0005869181,0.0006621589,0.0003087439],"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":[0.00002314209,0.000008851498,0.0003795337,0.0003749431,0.00001243525,0.00001163827,0.00001957361,0.0001096562,0.00009022933,0.0003321513,0.9972498,0.001387926],"study_design_scores_gemma":[0.00005918364,0.000006731538,0.00227051,0.0001639987,0.00001229568,0.00002818568,0.00007161138,0.0001367496,0.0001793117,0.0007427844,0.9963121,0.00001654611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000036236,0.0000179443,0.00003526623,0.00002662837,0.000009039204,0.000004313007,0.9989533,0.0002943322,0.0006229451],"genre_scores_gemma":[0.000165376,0.00002511454,0.0001770543,0.00003735181,0.000003293738,0.00003329354,0.998906,0.0001288129,0.0005235964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8272057,"threshold_uncertainty_score":0.5780545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}