{"id":"W4396351987","doi":"10.15468/dl.h4bmss","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":[0.001011668,0.001974904,0.001572682,0.004462008,0.0009951665,0.002549586,0.002923475,0.002151115,0.1530032],"category_scores_gemma":[0.006017504,0.0009301552,0.001146115,0.008834315,0.0004513246,0.002362796,0.002537559,0.002209534,0.2118244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681302,"about_ca_system_score_gemma":0.00236583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02080589,"about_ca_topic_score_gemma":0.03471205,"domain_scores_codex":[0.9989479,0.0001450417,0.0001259442,0.000380497,0.0002298405,0.0001707862],"domain_scores_gemma":[0.9976267,0.0006741051,0.0002251443,0.0005976,0.0005821766,0.0002942889],"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":[0.00002622097,0.00001132602,0.0003374916,0.0004484157,0.00001330041,0.00001262907,0.00001989233,0.0001252473,0.00009527861,0.0003595799,0.9973571,0.001193423],"study_design_scores_gemma":[0.00008058236,0.000007774175,0.001728168,0.0001712749,0.00001324749,0.00003393837,0.00006530216,0.0001896157,0.0001820963,0.0008349486,0.996676,0.00001706819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004100518,0.00002541298,0.00004811915,0.00003958222,0.00001201725,0.000005510827,0.9988118,0.0003946265,0.0006219277],"genre_scores_gemma":[0.0001664181,0.00003138541,0.0002004333,0.00005079766,0.000003561991,0.00004480284,0.998879,0.00015776,0.0004658783],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8469968,"threshold_uncertainty_score":0.5118466,"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."}}