{"id":"W6947921101","doi":"10.48580/dfqc","title":"Catalogue of Life Checklist","year":2022,"lang":"en","type":"dataset","venue":"The Catalogue of Life","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":5,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003712967,0.0002880323,0.0006436,0.000155026,0.0003886319,0.0001334112,0.001563702,0.0001111637,0.04278704],"category_scores_gemma":[0.0001425614,0.0002001936,0.0002157943,0.00009183455,0.0006725783,0.0005349722,0.0006694828,0.0003938421,0.0001717329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001881254,"about_ca_system_score_gemma":0.0003856421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158581,"about_ca_topic_score_gemma":0.003825776,"domain_scores_codex":[0.9980218,0.00008144582,0.0009683262,0.000185621,0.0005034247,0.0002393458],"domain_scores_gemma":[0.9973372,0.0001992519,0.001150883,0.001056118,0.0001467518,0.0001097717],"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":[0.0000502825,0.0000609253,0.00000285607,0.0007948939,0.0001479547,7.458564e-7,0.005890344,0.000009354811,2.99186e-7,0.01342237,0.9795989,0.00002109227],"study_design_scores_gemma":[0.0002532605,0.00008721783,0.00001907278,0.00003383006,0.00008253886,0.000001347786,0.005973262,0.000003633629,0.00001126367,0.0001566322,0.9931554,0.0002225271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005163953,0.00110099,2.588013e-7,0.0008263465,0.001177398,0.0002515952,0.9926502,0.00002753536,0.003449343],"genre_scores_gemma":[0.002077084,0.0002725817,0.000002542498,0.002773413,0.0007127612,0.00004152037,0.9931962,0.00002236463,0.000901459],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04261531,"threshold_uncertainty_score":0.9906954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219148281478438,"score_gpt":0.2140997571448127,"score_spread":0.1819082743300283,"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."}}