{"id":"W4395302917","doi":"10.15468/dl.6p474s","title":"Occurrence Download","year":2023,"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":[0.0007403899,0.002384366,0.001768232,0.006398608,0.001167123,0.003211223,0.002999015,0.002118984,0.2503574],"category_scores_gemma":[0.006169925,0.0008759955,0.001512807,0.009791192,0.0003338321,0.00347187,0.003198634,0.001860277,0.3449155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156747,"about_ca_system_score_gemma":0.001923476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686116,"about_ca_topic_score_gemma":0.0366294,"domain_scores_codex":[0.9989336,0.0001188433,0.0001436042,0.0004040622,0.0002247446,0.0001751348],"domain_scores_gemma":[0.9978149,0.0005681028,0.0001841031,0.0005209487,0.0006565786,0.0002552715],"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":[0.00004261905,0.00001240022,0.0003875855,0.0005565581,0.00001373161,0.00002387955,0.00002184456,0.0001119614,0.00009890908,0.0003186865,0.9948276,0.003584262],"study_design_scores_gemma":[0.00005589263,0.0000130488,0.001520793,0.0001795708,0.00001332484,0.0000585308,0.00008700911,0.0002818939,0.0001539839,0.0008836848,0.9967334,0.00001900939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007156721,0.00006148194,0.0001183152,0.0000588349,0.00002543608,0.00001006446,0.997007,0.001168211,0.001479228],"genre_scores_gemma":[0.0002321228,0.00005351318,0.0004595177,0.00007373749,0.000008374121,0.00004720658,0.9979482,0.0002495626,0.0009277668],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7496426,"threshold_uncertainty_score":0.8375291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}