{"id":"W4396187363","doi":"10.15468/dl.cxyoym","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; 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":[0.001058022,0.001972667,0.0015781,0.004858321,0.0008768213,0.002584514,0.002878894,0.002085203,0.1831587],"category_scores_gemma":[0.006328508,0.0009591139,0.001092209,0.00960433,0.0004605027,0.002298016,0.002472163,0.001985263,0.2106137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776113,"about_ca_system_score_gemma":0.002459618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02154047,"about_ca_topic_score_gemma":0.03107965,"domain_scores_codex":[0.9989785,0.0001357301,0.0001359955,0.0003429241,0.0002363746,0.0001704822],"domain_scores_gemma":[0.9976996,0.0006711441,0.0002280881,0.0005633489,0.0005466809,0.0002912527],"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":[0.00003271438,0.0000100979,0.0002912816,0.0005365833,0.00001495746,0.00001484936,0.0000193981,0.0001354743,0.0001029825,0.0004078908,0.9971327,0.001301252],"study_design_scores_gemma":[0.00009650825,0.000007681145,0.001664336,0.0001808517,0.00001464373,0.00003599063,0.00005584351,0.0001758248,0.0002006973,0.0008290955,0.9967211,0.00001746968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002948886,0.00002086179,0.00003669717,0.00003220321,0.000009221386,0.000004655601,0.9990063,0.0003249185,0.0005356339],"genre_scores_gemma":[0.000154467,0.00003144341,0.0001610733,0.00004663635,0.000003172926,0.00004111948,0.9989821,0.0001442162,0.0004356881],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8168412,"threshold_uncertainty_score":0.612727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}