{"id":"W4395284105","doi":"10.15468/dl.3f3tv7","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":[0.001037879,0.002051431,0.001737195,0.005046015,0.0009907873,0.002739743,0.002932832,0.002157047,0.1474779],"category_scores_gemma":[0.005905535,0.0009053318,0.001101818,0.009844407,0.000455261,0.002321753,0.002611581,0.002068192,0.2082304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566261,"about_ca_system_score_gemma":0.002412814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897468,"about_ca_topic_score_gemma":0.03176503,"domain_scores_codex":[0.9990177,0.0001350322,0.0001267314,0.0003532405,0.000210247,0.0001570602],"domain_scores_gemma":[0.9978345,0.0006297011,0.0002064294,0.0005397833,0.000511691,0.0002778643],"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":[0.00003934387,0.00001308128,0.0004223137,0.0006969303,0.00001933238,0.00002013828,0.00002471345,0.000152231,0.0001372212,0.0004431739,0.9965736,0.001457998],"study_design_scores_gemma":[0.00009308285,0.000008111769,0.001656918,0.0002111526,0.0000163928,0.00004085084,0.00006917963,0.0001697307,0.0002007997,0.0008720823,0.9966431,0.00001860833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003858559,0.00002850514,0.00003925955,0.00003052063,0.000009034796,0.000005187341,0.9989586,0.00034658,0.0005436531],"genre_scores_gemma":[0.0001636792,0.00003588261,0.0001846498,0.00004177397,0.000003002516,0.00003847961,0.9990188,0.0001366223,0.0003772161],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8525221,"threshold_uncertainty_score":0.4933626,"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."}}