{"id":"W4395758217","doi":"10.15468/dl.aq9x83","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":[0.001028985,0.002291339,0.001873409,0.004786741,0.001073093,0.002784911,0.003301421,0.002342043,0.1430913],"category_scores_gemma":[0.005837744,0.0009918965,0.001231472,0.009261811,0.0004873324,0.002433092,0.002793177,0.002297137,0.2233395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839218,"about_ca_system_score_gemma":0.002494485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109173,"about_ca_topic_score_gemma":0.0339473,"domain_scores_codex":[0.998984,0.0001339918,0.0001269194,0.000360334,0.000230279,0.0001643044],"domain_scores_gemma":[0.9979285,0.0005699953,0.0001928321,0.0005413977,0.0005019868,0.0002652821],"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":[0.00003794606,0.00001369041,0.0003869304,0.0006241305,0.00001755446,0.00001941607,0.00002631575,0.0001550194,0.0001488525,0.0004609734,0.9966139,0.001495231],"study_design_scores_gemma":[0.00008662206,0.000007922017,0.001544233,0.0001862328,0.00001493191,0.00004136204,0.00007133467,0.0001948491,0.0002213776,0.0008818252,0.9967307,0.00001873919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004210248,0.00003046212,0.00005373498,0.00003660489,0.00001078656,0.000005594467,0.99867,0.0005125375,0.0006382104],"genre_scores_gemma":[0.0001492561,0.00003536043,0.0002175902,0.00004363403,0.000002778002,0.00003677881,0.9989371,0.000178216,0.0003993261],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8569087,"threshold_uncertainty_score":0.4786882,"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."}}