{"id":"W4395758336","doi":"10.15468/dl.bp65mr","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":[0.001075957,0.001911078,0.001580235,0.004718723,0.001026147,0.002610312,0.002862867,0.001990043,0.1791025],"category_scores_gemma":[0.006171378,0.0009624551,0.00112477,0.009308122,0.0004502098,0.002297361,0.002568075,0.002135657,0.2350712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699527,"about_ca_system_score_gemma":0.002420647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02308041,"about_ca_topic_score_gemma":0.03830039,"domain_scores_codex":[0.9989334,0.0001412273,0.0001330471,0.0003690969,0.0002495565,0.0001736325],"domain_scores_gemma":[0.997465,0.0007221554,0.0002364473,0.0006341654,0.0006444512,0.0002976324],"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":[0.00002336645,0.000009906145,0.0003095579,0.0004212134,0.00001223353,0.00001314804,0.00002197854,0.0001001298,0.00009308825,0.0003572561,0.9975054,0.001132817],"study_design_scores_gemma":[0.0000687196,0.000006289329,0.001693965,0.0001603222,0.00001225444,0.0000325173,0.00006476341,0.0001394316,0.0001707829,0.0007354322,0.9968996,0.00001603631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003441553,0.00002083463,0.00004731748,0.00003473143,0.0000105287,0.000005052875,0.9987998,0.0003725536,0.0006747915],"genre_scores_gemma":[0.000151209,0.00002932139,0.0001968707,0.00004536901,0.000003364053,0.0000434934,0.9988617,0.0001826426,0.0004862084],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8208975,"threshold_uncertainty_score":0.5991576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}