{"id":"W4395718092","doi":"10.15468/dl.9tsfb7","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":[0.0009985765,0.002347918,0.001871918,0.00472773,0.001070027,0.002720888,0.003270703,0.002349563,0.1413154],"category_scores_gemma":[0.005448378,0.001004652,0.001251734,0.00962653,0.0004731197,0.002410939,0.002768021,0.002264365,0.2202867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824036,"about_ca_system_score_gemma":0.002537363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236416,"about_ca_topic_score_gemma":0.03777996,"domain_scores_codex":[0.999008,0.0001286176,0.000125819,0.0003467163,0.0002325531,0.0001583373],"domain_scores_gemma":[0.998083,0.0005116009,0.0001738743,0.0005049293,0.0004758431,0.0002508723],"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":[0.00003723181,0.00001351596,0.0003536958,0.0005807087,0.00001713765,0.00001830412,0.00002571148,0.0001534213,0.0001390159,0.0004318987,0.9967383,0.001491098],"study_design_scores_gemma":[0.00009042789,0.000007754851,0.001536948,0.0001872202,0.00001489019,0.00004060857,0.00006910387,0.0002069834,0.0002186685,0.0008482256,0.99676,0.00001914934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000436013,0.00003248688,0.00005456387,0.00003636492,0.00001059001,0.000005880071,0.9986141,0.0005405001,0.0006619529],"genre_scores_gemma":[0.0001481481,0.00003584209,0.0002204682,0.00004296135,0.000002611284,0.0000380638,0.998935,0.0001760606,0.0004008137],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8586846,"threshold_uncertainty_score":0.4727471,"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."}}