{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004261918,0.0003104374,0.0005025847,0.00008887878,0.00006794962,0.00001040228,0.001086571,0.0004928563,0.0000158383],"category_scores_gemma":[0.000877407,0.0002516549,0.0002509424,0.0002025555,0.0005187338,0.000001904818,0.000560392,0.0002514309,0.0002596957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001339159,"about_ca_system_score_gemma":0.0005753632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224163,"about_ca_topic_score_gemma":0.003523841,"domain_scores_codex":[0.9982629,0.000106706,0.0006395223,0.0004000544,0.0002977174,0.0002930837],"domain_scores_gemma":[0.9975583,0.00005124728,0.0005336415,0.001521906,0.0001697668,0.0001651674],"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":[0.0000657963,0.00007146441,0.00003656793,0.0002779341,0.000192982,0.000001464813,0.00001501401,0.0001589621,0.001669887,0.00002325642,0.9974664,0.00002021223],"study_design_scores_gemma":[0.0005104361,0.0001981857,0.001086838,0.00005293436,0.0001283774,0.000007661091,0.00008595679,0.00003184919,0.0009816726,0.00004572681,0.9965246,0.0003457593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005280271,0.001720387,0.00005320666,0.0002871515,0.0005559961,0.0002456343,0.9917933,0.00001234848,0.00005169817],"genre_scores_gemma":[0.00757777,0.001519092,0.00003621117,0.0004298337,0.0004296751,0.00002438386,0.9891851,0.00004160593,0.0007563142],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.002608193,"threshold_uncertainty_score":0.9999936,"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."}}