{"id":"W4396053063","doi":"10.15468/dl.ftjg85","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":[0.001094438,0.001995072,0.001590239,0.004436408,0.001027061,0.002710985,0.002932788,0.002076821,0.1689037],"category_scores_gemma":[0.006374413,0.000972202,0.001108375,0.00894704,0.0004494994,0.002362482,0.002584465,0.002222642,0.2281149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785077,"about_ca_system_score_gemma":0.002444933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0223934,"about_ca_topic_score_gemma":0.03698084,"domain_scores_codex":[0.9989296,0.0001395521,0.0001322864,0.0003737205,0.0002545386,0.0001702703],"domain_scores_gemma":[0.9975111,0.0007026134,0.0002344514,0.0006220214,0.0006385029,0.0002911127],"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":[0.0000245801,0.00001019027,0.000304296,0.0004300569,0.00001239791,0.00001277981,0.00002050455,0.0001122385,0.0000916933,0.0003734638,0.9974463,0.001161645],"study_design_scores_gemma":[0.00007410047,0.000006489082,0.00160264,0.0001620809,0.00001221881,0.00003101483,0.00006060896,0.0001590538,0.0001821586,0.0008036204,0.9968895,0.00001646848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003289721,0.00001972029,0.00004722398,0.0000341786,0.00001021911,0.000005063256,0.9988123,0.0003944284,0.0006439134],"genre_scores_gemma":[0.000153488,0.00002883427,0.000208686,0.00004495371,0.000003249184,0.0000455344,0.9988422,0.0001885868,0.0004844025],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8310963,"threshold_uncertainty_score":0.5650392,"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."}}