{"id":"W4396034348","doi":"10.15468/dl.d2y344","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":[0.0009875511,0.002251228,0.001792596,0.004254716,0.00104552,0.002629322,0.00335699,0.002317036,0.1287619],"category_scores_gemma":[0.005154476,0.0009723503,0.001230415,0.008312818,0.0004704189,0.002365093,0.002700021,0.00235309,0.2062397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783126,"about_ca_system_score_gemma":0.002364507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131073,"about_ca_topic_score_gemma":0.03615138,"domain_scores_codex":[0.9990907,0.0001204459,0.0001133682,0.0003222438,0.0002065401,0.0001467252],"domain_scores_gemma":[0.9981771,0.0004834661,0.0001676674,0.0004907282,0.0004424093,0.00023865],"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":[0.0000384578,0.00001463229,0.0003887789,0.0005975694,0.0000179826,0.00001980429,0.00002686029,0.0001616013,0.0001631725,0.0004666114,0.9966077,0.001496927],"study_design_scores_gemma":[0.00008948554,0.000007882997,0.001595211,0.0001804162,0.00001436047,0.0000414719,0.00006950722,0.0002204282,0.0002350789,0.0008873697,0.9966398,0.00001892823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004825094,0.00003078125,0.0000599859,0.00003783754,0.00001109273,0.000006399918,0.9985719,0.000556034,0.0006777619],"genre_scores_gemma":[0.0001570203,0.00003291456,0.0002422517,0.00004316786,0.000002617847,0.00004010776,0.9989294,0.000173868,0.0003785969],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8712381,"threshold_uncertainty_score":0.4307515,"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."}}