{"id":"W4395836936","doi":"10.15468/dl.cdbenu","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":[0.0009899319,0.002211702,0.001809607,0.004597596,0.001068806,0.00276135,0.003159974,0.002290805,0.1543352],"category_scores_gemma":[0.005563334,0.0009696692,0.001228678,0.009129666,0.0004674064,0.00230513,0.002762209,0.002176097,0.2285645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806715,"about_ca_system_score_gemma":0.002464673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265785,"about_ca_topic_score_gemma":0.03542473,"domain_scores_codex":[0.99906,0.0001243295,0.0001156176,0.0003255665,0.0002215953,0.00015281],"domain_scores_gemma":[0.9980432,0.0005350274,0.0001757208,0.0005198641,0.0004801219,0.0002461498],"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":[0.00003700239,0.00001252684,0.0003645835,0.0005623263,0.00001674009,0.00001764759,0.00002392693,0.000147981,0.0001318691,0.000403224,0.9968263,0.001455904],"study_design_scores_gemma":[0.00009979281,0.000008311972,0.00169108,0.0001889908,0.00001551771,0.00004145271,0.00007067886,0.0002092776,0.0002251424,0.0009073255,0.9965228,0.00001967719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004182247,0.00002930469,0.00004933543,0.00003531697,0.000010075,0.000005583726,0.9986917,0.0005214288,0.0006155375],"genre_scores_gemma":[0.0001606764,0.00003473009,0.0002151602,0.0000427885,0.000002863798,0.00004001601,0.9989146,0.0001876272,0.0004014951],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8456647,"threshold_uncertainty_score":0.5163028,"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."}}