{"id":"W4395810107","doi":"10.15468/dl.9ctv8d","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; 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":[0.0009505869,0.002223981,0.00175028,0.004389814,0.00100221,0.002611316,0.003203377,0.002283826,0.1264101],"category_scores_gemma":[0.005115831,0.0009458218,0.001190005,0.008535703,0.0004530594,0.002320118,0.002624201,0.002268231,0.2066293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715797,"about_ca_system_score_gemma":0.002270908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950352,"about_ca_topic_score_gemma":0.03311858,"domain_scores_codex":[0.999105,0.0001182319,0.0001120691,0.0003172391,0.0002054706,0.0001418868],"domain_scores_gemma":[0.998219,0.000476323,0.0001668265,0.0004763134,0.000431951,0.0002295571],"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":[0.00003917064,0.00001477905,0.0004077066,0.000630833,0.00001889029,0.00002051535,0.00002732369,0.0001690388,0.000167983,0.000466076,0.9963835,0.001654057],"study_design_scores_gemma":[0.00008518995,0.000008002591,0.001619499,0.0001863197,0.00001499136,0.00004245694,0.00007015732,0.000216515,0.0002358293,0.0008467577,0.9966557,0.00001865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000494434,0.00003333405,0.00005935143,0.00003662577,0.00001104415,0.000006153549,0.9986033,0.0005360299,0.0006647016],"genre_scores_gemma":[0.0001577328,0.00003476171,0.0002416146,0.00004033447,0.000002643052,0.00003842288,0.9989423,0.0001632047,0.0003788974],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8735899,"threshold_uncertainty_score":0.422884,"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."}}