{"id":"W4395163808","doi":"10.15468/dl.8t5qw9","title":"Occurrence Download","year":2022,"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; 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":[0.001178759,0.002157649,0.001793226,0.004909995,0.001089247,0.00290681,0.003243097,0.002159419,0.1677844],"category_scores_gemma":[0.006270482,0.001012336,0.00112855,0.009317818,0.000498691,0.002415711,0.002759559,0.002269877,0.2298082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741532,"about_ca_system_score_gemma":0.002540565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018038,"about_ca_topic_score_gemma":0.03414363,"domain_scores_codex":[0.9989535,0.0001445024,0.0001301068,0.000365961,0.0002407152,0.0001652553],"domain_scores_gemma":[0.9977826,0.0006464548,0.0001996215,0.0005575789,0.0005200066,0.0002937628],"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":[0.00003648453,0.00001259651,0.0003460402,0.0005819554,0.00001669799,0.00001741695,0.00002462314,0.0001315353,0.0001301373,0.0004508767,0.9968331,0.001418467],"study_design_scores_gemma":[0.00009017052,0.00000717014,0.001471017,0.0001864683,0.0000143918,0.00003816302,0.00006661521,0.0001621655,0.0002059782,0.0008769349,0.9968631,0.00001778955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003822579,0.00002725566,0.00005171298,0.00003322169,0.000009532081,0.000005438633,0.9987485,0.000445151,0.0006408799],"genre_scores_gemma":[0.000147825,0.00003328951,0.0002184641,0.00004059039,0.000002696604,0.00003803795,0.9989243,0.0001826004,0.0004121271],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8322157,"threshold_uncertainty_score":0.5612946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}