{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01480095,0.00005222821,0.0002232887,0.00003863687,0.0006601355,0.0000159156,0.0002673693,0.00003200457,0.0001239921],"category_scores_gemma":[0.0511331,0.00003212613,0.00009178658,0.0001958493,0.001531132,0.0001312132,0.000005359645,0.0002515716,0.00002448189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000496156,"about_ca_system_score_gemma":0.0003844454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005222643,"about_ca_topic_score_gemma":0.000663223,"domain_scores_codex":[0.9960931,0.0030112,0.0004205977,0.00007965045,0.000120146,0.00027529],"domain_scores_gemma":[0.9744626,0.02412402,0.001009827,0.0001199233,0.0001610722,0.0001225642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004092184,0.00002568948,0.1289868,0.000001156149,0.00006024271,0.000002580776,0.008142962,0.00002081404,0.000001308659,0.7994215,0.04476135,0.0185346],"study_design_scores_gemma":[0.00003085488,0.0001205555,0.007513915,0.000004731042,0.00001171801,0.00002714554,0.03705589,4.817244e-7,0.000001663061,0.03022733,0.9249679,0.00003783245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07585257,0.005696304,0.0007425488,0.8372728,0.002583208,0.00008073551,7.361754e-7,0.00001333771,0.07775774],"genre_scores_gemma":[0.9864664,0.00152163,0.004066428,0.005880374,0.0005874113,0.000002402367,1.362033e-7,0.000004940238,0.001470293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9106138,"threshold_uncertainty_score":0.9568596,"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."}}