{"id":"W4395356919","doi":"10.15468/dl.7ma26x","title":"Occurrence Download","year":2022,"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":[0.001005537,0.002204296,0.00167485,0.005307219,0.001061628,0.002775642,0.002994002,0.002114752,0.1382345],"category_scores_gemma":[0.005551107,0.0009253757,0.001150575,0.01051998,0.0004663804,0.002295408,0.00264602,0.002128949,0.1995396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833468,"about_ca_system_score_gemma":0.00269761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02888748,"about_ca_topic_score_gemma":0.04723656,"domain_scores_codex":[0.9989667,0.000136257,0.0001258277,0.0003621982,0.0002386996,0.0001702816],"domain_scores_gemma":[0.997892,0.0005760011,0.0001846634,0.0005300873,0.0005511295,0.0002661964],"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":[0.00003764256,0.00001314647,0.0004183165,0.0006070724,0.00001798173,0.00001986127,0.00002676846,0.0001596575,0.0001479102,0.0004833798,0.9965782,0.001490169],"study_design_scores_gemma":[0.00007457763,0.000006493171,0.001516313,0.0001762533,0.00001418704,0.00003622719,0.00006950524,0.0001689067,0.0002075275,0.0007634716,0.9969489,0.00001763943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004276391,0.00002697652,0.00004590892,0.00003035792,0.000008986871,0.000004935654,0.9988233,0.0003954289,0.0006212309],"genre_scores_gemma":[0.0001489573,0.00003250855,0.0001888834,0.00003542034,0.000002443181,0.00003255658,0.9990115,0.0001481156,0.000399639],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8617655,"threshold_uncertainty_score":0.4624404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}