{"id":"W4395195842","doi":"10.15468/dl.5v7mdf","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":[0.0009086611,0.001847431,0.001499601,0.004311645,0.001018028,0.002892307,0.002760519,0.0018722,0.1871451],"category_scores_gemma":[0.006031815,0.0009006874,0.001308201,0.008727496,0.0004077978,0.002528486,0.002696778,0.001983497,0.2774313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542858,"about_ca_system_score_gemma":0.002331107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044498,"about_ca_topic_score_gemma":0.03218719,"domain_scores_codex":[0.9989863,0.0001277182,0.0001294268,0.0003606607,0.000220363,0.0001755795],"domain_scores_gemma":[0.9976836,0.0005984565,0.0001852884,0.0006461035,0.000633846,0.0002526407],"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":[0.00002621524,0.000008830046,0.0003630655,0.0004265483,0.00001269968,0.00001373409,0.0000225123,0.0001155643,0.0000984837,0.0003754445,0.9967968,0.001740305],"study_design_scores_gemma":[0.00005252813,0.000006002377,0.001458995,0.000142676,0.00001054305,0.00002964431,0.00006561541,0.000170607,0.0001678427,0.0008075068,0.9970733,0.0000146384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004251612,0.00002810594,0.00006788397,0.00004486172,0.00001605582,0.000006315198,0.9982201,0.000693327,0.0008807387],"genre_scores_gemma":[0.0001843325,0.00003933913,0.0002757561,0.00005765793,0.000004672214,0.00004817404,0.9984742,0.0002579632,0.0006579106],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8128549,"threshold_uncertainty_score":0.6260629,"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."}}