{"id":"W6943437534","doi":"10.15468/dl.wq2hmg","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Context (archaeology); Set (abstract data type)","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":[0.0009610357,0.001957542,0.001557411,0.004734555,0.0009554046,0.00239248,0.002768066,0.001996848,0.1460262],"category_scores_gemma":[0.005568676,0.000931794,0.001151914,0.009510138,0.000450459,0.002172447,0.002471289,0.001999809,0.1991879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621104,"about_ca_system_score_gemma":0.002284839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355735,"about_ca_topic_score_gemma":0.03715603,"domain_scores_codex":[0.9990446,0.0001247569,0.0001235881,0.0003255507,0.000221227,0.0001602345],"domain_scores_gemma":[0.9977956,0.0006163705,0.0002074426,0.0005884784,0.0005353714,0.0002568056],"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":[0.00003002788,0.00001192037,0.0003958386,0.0005244482,0.00001514659,0.00001594007,0.00002651326,0.000146853,0.0001386488,0.0004235847,0.9967772,0.001493869],"study_design_scores_gemma":[0.00007310862,0.00000776342,0.001898458,0.0001815166,0.00001397369,0.00003859769,0.00007546027,0.0001685696,0.0002057302,0.0007512893,0.9965681,0.0000174694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000459567,0.00002514027,0.00005040087,0.00003346681,0.00001122212,0.000005434876,0.9987897,0.0004130135,0.0006256474],"genre_scores_gemma":[0.0001647937,0.00003026178,0.0002107087,0.00003989811,0.000002850083,0.00004100347,0.9989415,0.0001578463,0.000411272],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8539738,"threshold_uncertainty_score":0.4885063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}