{"id":"W4230761380","doi":"10.1503/cmaj.140614","title":"Going gently","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Courtesy; Art; Stage (stratigraphy); Medicine; Political science; Law; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006012651,0.00004210928,0.00006746902,0.00008802697,0.000529889,0.0002090415,0.0002089785,0.0002059218,0.004915148],"category_scores_gemma":[0.01267372,0.00004252483,0.00003604743,0.0002006919,0.00004528406,0.000354006,0.000003795499,0.0005239753,0.00100435],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440012,"about_ca_system_score_gemma":0.0162055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01538074,"about_ca_topic_score_gemma":0.2252598,"domain_scores_codex":[0.9975837,0.0004629937,0.0001649297,0.00006594761,0.001369149,0.000353247],"domain_scores_gemma":[0.9962676,0.0003628785,0.0001342068,0.00003448889,0.0004667683,0.002734013],"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":[0.000002303007,0.00001473904,0.06979437,7.797511e-7,0.00003267118,0.00004846225,0.01467282,0.000001660962,2.471862e-7,0.02053639,0.8744138,0.02048176],"study_design_scores_gemma":[0.0001306147,0.000007007822,0.002103663,0.000008045796,0.000005441338,0.00001966531,0.01425041,0.000007398731,3.222271e-7,0.001972449,0.9814401,0.00005486236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02374498,0.0003805658,0.00003301377,0.621589,0.003281019,0.00004831909,0.000003675735,0.00001852518,0.3509009],"genre_scores_gemma":[0.9074883,0.0002869355,0.0004474513,0.05713066,0.01514259,0.000003815279,0.000006672821,0.00001323126,0.01948028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8837434,"threshold_uncertainty_score":0.9997735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06382959947134434,"score_gpt":0.3504965707752054,"score_spread":0.286666971303861,"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."}}