{"id":"W4395915858","doi":"10.15468/dl.c2u38q","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":[0.001102963,0.002302875,0.001838545,0.004656436,0.001051419,0.00280575,0.003374286,0.002294753,0.1525262],"category_scores_gemma":[0.006161971,0.001027817,0.001191836,0.00924761,0.0005004398,0.00248974,0.002939724,0.002434307,0.2220126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849912,"about_ca_system_score_gemma":0.002527151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02162568,"about_ca_topic_score_gemma":0.03581806,"domain_scores_codex":[0.9990172,0.0001311173,0.0001235469,0.0003451003,0.0002246695,0.0001583433],"domain_scores_gemma":[0.9978398,0.0006173986,0.0001987016,0.0005531162,0.0005150206,0.0002759681],"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":[0.00003717398,0.00001351949,0.0003605066,0.0006168149,0.00001716346,0.00001940523,0.00002937004,0.0001554731,0.0001410643,0.0005040728,0.9966052,0.001500295],"study_design_scores_gemma":[0.0000897221,0.000007124053,0.001372015,0.0001827857,0.00001389294,0.00003832096,0.00007280463,0.0001964807,0.0002141827,0.0009966647,0.996797,0.00001905638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004052022,0.0000273535,0.0000613021,0.00003696353,0.00001047408,0.000006118537,0.9985716,0.0005860765,0.0006596011],"genre_scores_gemma":[0.000158175,0.00003523964,0.0002753042,0.0000462826,0.000002789489,0.00004474571,0.9987991,0.0002306377,0.0004076644],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8474737,"threshold_uncertainty_score":0.510251,"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."}}