{"id":"W4395899203","doi":"10.15468/dl.9e8eu2","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","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":[0.001011313,0.002275371,0.001808637,0.004655848,0.001017296,0.002675396,0.003241859,0.002309682,0.1388014],"category_scores_gemma":[0.005424923,0.0009836887,0.001214089,0.009106715,0.0004745063,0.002327946,0.002749584,0.00225445,0.2125133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790582,"about_ca_system_score_gemma":0.002405447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02100293,"about_ca_topic_score_gemma":0.03468514,"domain_scores_codex":[0.9990355,0.0001280362,0.0001218519,0.0003401762,0.0002199676,0.0001545575],"domain_scores_gemma":[0.998027,0.0005366969,0.0001873314,0.0005217162,0.0004690219,0.0002581525],"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":[0.00003685922,0.00001394302,0.0003745611,0.0005780248,0.00001800153,0.00001773674,0.00002468026,0.0001598836,0.0001463372,0.0004267379,0.9967245,0.001478733],"study_design_scores_gemma":[0.00009746834,0.000008465777,0.001718744,0.0001879147,0.00001552584,0.00004219959,0.00007109851,0.0002175614,0.0002297032,0.0008661365,0.9965261,0.00001913174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004470834,0.00002971868,0.00005193227,0.00003575774,0.00001034622,0.000005784401,0.9987238,0.0004918769,0.0006060711],"genre_scores_gemma":[0.0001513532,0.00003278348,0.0002167161,0.00004199634,0.00000266396,0.00003725978,0.998974,0.0001675933,0.0003756663],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8611985,"threshold_uncertainty_score":0.4643371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}