{"id":"W4395389879","doi":"10.15468/dl.4ure9d","title":"Occurrence Download","year":2022,"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":[0.001172124,0.002282066,0.001874244,0.004777906,0.001162621,0.003073027,0.003387221,0.002292794,0.168881],"category_scores_gemma":[0.006404798,0.001076612,0.001149128,0.009503548,0.0004823739,0.002591955,0.002932278,0.002432502,0.2494908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772667,"about_ca_system_score_gemma":0.002452255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01859561,"about_ca_topic_score_gemma":0.03141472,"domain_scores_codex":[0.9989263,0.0001433405,0.0001315459,0.0003835082,0.0002499559,0.0001652839],"domain_scores_gemma":[0.9977267,0.0006503246,0.0001985833,0.0005837684,0.0005522329,0.0002883209],"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":[0.00003478306,0.00001232253,0.0003309138,0.0005785771,0.00001621478,0.00001759022,0.00002421803,0.0001285112,0.0001269956,0.0004541929,0.9969312,0.001344407],"study_design_scores_gemma":[0.00008417632,0.000006936828,0.001351056,0.0001807421,0.00001376882,0.00003685645,0.00006511084,0.0001637795,0.0002086788,0.0009246627,0.9969454,0.00001883002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003653223,0.00002773977,0.00005526591,0.00003434583,0.00001006849,0.000005647566,0.9986296,0.0005018588,0.0006990171],"genre_scores_gemma":[0.0001456035,0.00003356206,0.0002299005,0.00004210512,0.00000284153,0.00004119056,0.9988526,0.0002156789,0.0004363985],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.831119,"threshold_uncertainty_score":0.5649632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}