{"id":"W3197887234","doi":"10.3233/isu-210112","title":"KBART Phase III: Unresolved questions","year":2021,"lang":"en","type":"article","venue":"Information Services & Use","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Respiratory Research Network","funders":"","keywords":"Session (web analytics); Presentation (obstetrics); Breakout; Library science; Coronavirus disease 2019 (COVID-19); Operations research; Sociology; Computer science; World Wide Web; Engineering; Business; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1747342,0.001095223,0.001431937,0.0024599,0.006508351,0.02007928,0.007600178,0.009256129,0.04445956],"category_scores_gemma":[0.2663377,0.001061128,0.002057092,0.002995434,0.004935624,0.02237103,0.009855792,0.01228275,0.02505339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002412,"about_ca_system_score_gemma":0.04175493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593756,"about_ca_topic_score_gemma":0.01258059,"domain_scores_codex":[0.9079233,0.04783117,0.007569548,0.003934719,0.02655144,0.006189733],"domain_scores_gemma":[0.6728481,0.1545222,0.008550947,0.01958763,0.1217616,0.02272955],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006144108,0.0005311682,0.001245028,0.001816985,0.00004834942,0.0002118695,0.00291219,0.0003773781,0.000743462,0.03974421,0.8042059,0.1475491],"study_design_scores_gemma":[0.0003339553,0.0003363688,0.001416449,0.006028018,0.00005709167,0.000360891,0.007798674,0.001702448,0.001755663,0.03543098,0.9446731,0.0001064545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007708289,0.0118063,0.04113564,0.8344754,0.03227331,0.004308792,0.00469571,0.002724413,0.06087217],"genre_scores_gemma":[0.1056954,0.01870672,0.1813761,0.5313065,0.02328125,0.01646115,0.02612641,0.00450204,0.09254435],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9799207,"threshold_uncertainty_score":0.9240939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817631640173768,"score_gpt":0.2565877615826037,"score_spread":0.238411445180866,"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."}}