{"id":"W4395301723","doi":"10.15468/dl.6d3596","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":[0.001096548,0.001997405,0.001593434,0.004554354,0.001023069,0.002701587,0.002922164,0.002131889,0.1683453],"category_scores_gemma":[0.0064354,0.0009813453,0.001129586,0.008921838,0.0004566109,0.002351438,0.002653456,0.002217851,0.2295483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790151,"about_ca_system_score_gemma":0.002462883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239871,"about_ca_topic_score_gemma":0.03627813,"domain_scores_codex":[0.9989173,0.000139394,0.0001374647,0.0003766207,0.0002542135,0.0001750281],"domain_scores_gemma":[0.9974716,0.0006987324,0.0002373559,0.0006455861,0.0006459806,0.0003007484],"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":[0.00002516716,0.0000104068,0.0003133569,0.0004477264,0.00001246046,0.00001350322,0.00002113597,0.0001088718,0.00009838692,0.0003775296,0.9974512,0.001120195],"study_design_scores_gemma":[0.0000788477,0.000006851422,0.00166088,0.0001658489,0.00001260513,0.0000333506,0.0000628021,0.0001592592,0.0001777303,0.0007827805,0.9968425,0.00001662959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003355332,0.00002021253,0.00004595769,0.00003606315,0.00001066977,0.000005376251,0.9988267,0.0003939403,0.0006276109],"genre_scores_gemma":[0.0001519342,0.00002951324,0.0002074779,0.00004756284,0.000003297818,0.00004654158,0.9988563,0.0001860715,0.0004713243],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8316547,"threshold_uncertainty_score":0.5631713,"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."}}