{"id":"W6925121028","doi":"10.15468/dl.rvbzq3","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Confidentiality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009150061,0.00042377,0.0004586421,0.0001021291,0.001051635,0.00004697397,0.0008371079,0.0005998643,0.4520793],"category_scores_gemma":[0.0003292073,0.000418697,0.0002361134,0.000414366,0.0004771169,0.0003520728,0.0009595244,0.001738127,0.1301429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198114,"about_ca_system_score_gemma":0.0002303202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002155547,"about_ca_topic_score_gemma":0.000006214093,"domain_scores_codex":[0.9973836,0.0004761821,0.000586983,0.0003283689,0.0006642845,0.0005605944],"domain_scores_gemma":[0.9984474,0.0001688072,0.0003833701,0.0003707205,0.0001785427,0.0004511639],"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":[0.0002886775,0.0001564481,0.001719505,0.000275605,0.000220715,0.00001692716,0.0001281233,0.00002521489,1.332219e-7,2.747025e-7,0.9906269,0.006541514],"study_design_scores_gemma":[0.001017438,0.00007550114,0.00004035613,0.000001123901,0.0002818848,0.00001481738,0.0002187381,4.739022e-7,0.000006018799,0.000001963495,0.9979301,0.0004115714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004669841,0.0002684709,9.354072e-7,0.0007707703,0.004243501,0.0005173562,0.9929186,0.000127805,0.000685628],"genre_scores_gemma":[0.00001447613,0.0009678002,4.033522e-7,0.006936145,0.000007139891,0.00003261015,0.99204,2.856591e-8,0.000001411501],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3219364,"threshold_uncertainty_score":0.9998265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093378884288675,"score_gpt":0.3792806366081115,"score_spread":0.269942748179244,"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."}}