{"id":"W6929524615","doi":"10.48580/dfgnm","title":"Catalogue of Life Checklist","year":2023,"lang":"en","type":"dataset","venue":"The Catalogue of Life","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Checklist; Data collection; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698004,0.00351837,0.002207181,0.012898,0.001554455,0.00473005,0.003468856,0.00333735,0.1630395],"category_scores_gemma":[0.01251542,0.001296079,0.001711611,0.02025523,0.0007936269,0.00258482,0.003571598,0.003288508,0.2021142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262714,"about_ca_system_score_gemma":0.005738988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03714097,"about_ca_topic_score_gemma":0.04954836,"domain_scores_codex":[0.9981136,0.0003103064,0.0003000084,0.0005164405,0.0004461654,0.0003135097],"domain_scores_gemma":[0.994018,0.001970235,0.0005341785,0.001249529,0.001396365,0.000831735],"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":[0.00005780344,0.00001500067,0.0004475921,0.0009312397,0.00002497404,0.00002417079,0.0000458684,0.0002654704,0.0001323255,0.0009814578,0.9942495,0.002824694],"study_design_scores_gemma":[0.0001008403,0.000007971094,0.001474825,0.0003313572,0.00002289233,0.00003508235,0.00006720145,0.000175172,0.0001320465,0.001563496,0.9960654,0.00002366196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006765465,0.00007171759,0.00007275929,0.00003462676,0.00001615836,0.000006325377,0.9985837,0.0003591239,0.0007880522],"genre_scores_gemma":[0.0001825422,0.0000861965,0.0003090268,0.00004476351,0.000003406528,0.00003128972,0.9986982,0.0001356708,0.0005088158],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1630395,"threshold_uncertainty_score":0.5454216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301779699982879,"score_gpt":0.2512190497829649,"score_spread":0.2382012527831361,"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."}}