{"id":"W4396187452","doi":"10.15468/dl.f958mw","title":"Occurrence Download","year":2023,"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":"Download; Computer science; Geography; World Wide Web","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":[0.001032292,0.0022102,0.001738855,0.004562156,0.001041232,0.002687891,0.003211576,0.002265513,0.1402789],"category_scores_gemma":[0.005500732,0.0009587054,0.001202447,0.009345921,0.0004804907,0.002151749,0.002640378,0.002215954,0.2076907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769733,"about_ca_system_score_gemma":0.002474222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02250512,"about_ca_topic_score_gemma":0.03730252,"domain_scores_codex":[0.9990363,0.0001307866,0.0001181358,0.0003403128,0.0002183386,0.0001561399],"domain_scores_gemma":[0.9980066,0.0005731744,0.0001885192,0.0005017992,0.0004777374,0.0002520038],"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":[0.00003453728,0.00001318532,0.000377307,0.0005673156,0.00001754446,0.00001761497,0.00002486003,0.0001574691,0.0001297183,0.0004348602,0.9968482,0.001377399],"study_design_scores_gemma":[0.00009934884,0.000008448865,0.001698209,0.0001929566,0.00001609264,0.00003995434,0.00007259518,0.00021984,0.0002219712,0.0009320193,0.9964786,0.00001997242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000041763,0.00002758513,0.00004908496,0.00003366145,0.00001022365,0.000005429953,0.9988344,0.0004353689,0.0005625581],"genre_scores_gemma":[0.0001564152,0.00003146177,0.0002162652,0.00004136854,0.000002814689,0.00004003703,0.9989687,0.0001588064,0.0003841404],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8597211,"threshold_uncertainty_score":0.4692795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}