{"id":"W2156260379","doi":"10.1093/aje/kwg141","title":"THE FIRST AUTHOR REPLIES","year":2003,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":[0.005034752,0.001068256,0.001630398,0.001586057,0.005027433,0.006297131,0.002646417,0.04447778,0.02184523],"category_scores_gemma":[0.04581557,0.0007432838,0.00142931,0.001223412,0.00201981,0.002505364,0.00285077,0.02165548,0.01934305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00425469,"about_ca_system_score_gemma":0.00350957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686178,"about_ca_topic_score_gemma":0.01096268,"domain_scores_codex":[0.9949176,0.0009114425,0.0007446682,0.000875347,0.00169547,0.000855398],"domain_scores_gemma":[0.9746284,0.01267776,0.001734479,0.0009549513,0.007014035,0.002990292],"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":[0.00004880255,0.00001932358,0.0007718031,0.00007283204,0.00001932485,0.000413566,0.0002214842,0.00005290324,0.0003123612,0.00158828,0.9913278,0.005151501],"study_design_scores_gemma":[0.00003046036,0.00006445624,0.002084328,0.0002576853,0.00004999571,0.0005717025,0.001540081,0.0002786471,0.0003692224,0.001053005,0.9936324,0.00006799676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001269744,0.001717486,0.0005157139,0.8234617,0.1636031,0.00005179006,0.0001343406,0.000182085,0.00906395],"genre_scores_gemma":[0.002969296,0.0005396673,0.0002419716,0.9304972,0.02475027,0.0000399651,0.00005318381,0.00003849041,0.04087001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04447778,"threshold_uncertainty_score":0.07307953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342699868396947,"score_gpt":0.4476836459802148,"score_spread":0.31341365914052,"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."}}