{"id":"W4395722457","doi":"10.15468/dl.a8v2qw","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001052282,0.002178065,0.001695993,0.004832252,0.001056628,0.002761349,0.00320162,0.002194048,0.144748],"category_scores_gemma":[0.005603735,0.0009650196,0.001160878,0.009057913,0.0004762586,0.002304033,0.002629087,0.00226912,0.2001723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677197,"about_ca_system_score_gemma":0.002411153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942143,"about_ca_topic_score_gemma":0.03416652,"domain_scores_codex":[0.999006,0.0001348868,0.0001234052,0.0003514676,0.0002279168,0.000156391],"domain_scores_gemma":[0.997981,0.0005844405,0.0001822379,0.0005156386,0.0004652446,0.0002714354],"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":[0.00003715359,0.00001403943,0.0003884484,0.00056501,0.00001748236,0.00002021439,0.00002372941,0.0001590643,0.0001367165,0.0004793024,0.9966741,0.00148473],"study_design_scores_gemma":[0.00008938982,0.000007818039,0.001609449,0.0001876324,0.00001531828,0.00004664299,0.00006642324,0.0002132603,0.0002261973,0.0009354202,0.9965844,0.00001809298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004784732,0.00003159386,0.00005731066,0.00003756768,0.00001051501,0.000005688622,0.9986573,0.0004732045,0.0006789243],"genre_scores_gemma":[0.000161892,0.00003425553,0.0002162138,0.00004107869,0.000002640679,0.00003530033,0.9989519,0.0001588155,0.0003977523],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.855252,"threshold_uncertainty_score":0.4842302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008915391205569292,"score_gpt":0.2061117734102373,"score_spread":0.197196382204668,"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."}}