{"id":"W4395920352","doi":"10.15468/dl.afzhd4","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":[0.001114164,0.002176729,0.00185365,0.004978668,0.0009865321,0.002787559,0.003111661,0.002282985,0.1509727],"category_scores_gemma":[0.006355847,0.0009667653,0.001177039,0.009869585,0.0004732084,0.002336555,0.002703806,0.002115634,0.2021264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644632,"about_ca_system_score_gemma":0.002276967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724556,"about_ca_topic_score_gemma":0.02908062,"domain_scores_codex":[0.9989296,0.0001483511,0.0001401328,0.0003809338,0.0002342503,0.0001667565],"domain_scores_gemma":[0.9976767,0.0006954136,0.0002225919,0.0005829691,0.0005328888,0.0002894316],"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":[0.00004492857,0.00001429582,0.0004292383,0.0007820526,0.0000218103,0.00002041601,0.00002406227,0.0001753343,0.0001490945,0.0004500056,0.9963382,0.001550534],"study_design_scores_gemma":[0.0001175508,0.00000999521,0.001838048,0.0002282538,0.0000183141,0.00004329689,0.00006645396,0.0002005494,0.0002153433,0.000925403,0.9963164,0.00002028383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004003366,0.00003076409,0.00004155686,0.00003145054,0.000009126063,0.000005320744,0.998976,0.0003688949,0.000496857],"genre_scores_gemma":[0.000162524,0.0000364213,0.0001943191,0.00004346821,0.000003043112,0.00004184393,0.9990337,0.0001402126,0.0003444575],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8490273,"threshold_uncertainty_score":0.5050539,"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."}}