{"id":"W4396305144","doi":"10.15468/dl.j25g2g","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":[0.001041724,0.002323126,0.001877352,0.004572123,0.001069047,0.002745983,0.0032909,0.002388897,0.1449918],"category_scores_gemma":[0.00571704,0.00100615,0.001235253,0.00902314,0.0004868028,0.002416791,0.002828187,0.00234208,0.221259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809816,"about_ca_system_score_gemma":0.002505142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02192787,"about_ca_topic_score_gemma":0.03574748,"domain_scores_codex":[0.999024,0.0001266469,0.000123035,0.0003502193,0.0002185113,0.0001574858],"domain_scores_gemma":[0.998,0.0005470145,0.0001869847,0.0005251954,0.0004817493,0.0002590639],"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":[0.00003845496,0.00001395186,0.0003836456,0.0006403396,0.00001864591,0.00001909661,0.00002732678,0.0001631042,0.0001511595,0.0004522763,0.9965893,0.001502775],"study_design_scores_gemma":[0.00009531006,0.000008083713,0.001602353,0.0001962328,0.00001544237,0.00004052876,0.00007033852,0.0002144055,0.0002238212,0.0008823285,0.9966317,0.00001945361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004261957,0.00003090376,0.00005390497,0.00003568321,0.00001058513,0.000005937443,0.9986956,0.0005194859,0.0006053273],"genre_scores_gemma":[0.0001555209,0.00003559781,0.0002380061,0.00004465039,0.000002748647,0.00004218477,0.9989055,0.0001839095,0.0003917218],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8550082,"threshold_uncertainty_score":0.4850458,"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."}}