{"id":"W1999761590","doi":"10.1136/bmj.e2294","title":"Authors' reply to Stockwell and colleagues","year":2012,"lang":"en","type":"article","venue":"BMJ","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epistemology; Management science; Psychology; Positive economics; Engineering ethics; Philosophy; Engineering; Economics","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":[0.009688879,0.001149925,0.002024498,0.001321994,0.002845288,0.004944991,0.004025582,0.04804917,0.008461058],"category_scores_gemma":[0.07705708,0.001298509,0.001503755,0.001179873,0.004923873,0.006992917,0.002923131,0.05989702,0.008123007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003207179,"about_ca_system_score_gemma":0.0050646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056278,"about_ca_topic_score_gemma":0.003081522,"domain_scores_codex":[0.993494,0.001625161,0.001117845,0.0009637757,0.002250708,0.000548455],"domain_scores_gemma":[0.9631758,0.0194485,0.002733873,0.001398354,0.01038362,0.002859946],"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":[0.00002762414,0.000009606835,0.0001731963,0.00007872456,0.00001166363,0.0002779179,0.0001354682,0.00002153834,0.0000601717,0.0006040309,0.9963523,0.002247752],"study_design_scores_gemma":[0.0000976482,0.00005951244,0.001212368,0.000631227,0.00005128923,0.002164474,0.001301256,0.0002222394,0.0005290259,0.005701935,0.9878966,0.0001325254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001558899,0.0009465306,0.00006696786,0.9388837,0.05954179,0.000009130617,0.00004746672,0.00003123644,0.000317335],"genre_scores_gemma":[0.001679805,0.0007459933,0.0001577951,0.9445456,0.05072994,0.0000345078,0.00002077009,0.0000291976,0.002056413],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04804917,"threshold_uncertainty_score":0.05124032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231907473948406,"score_gpt":0.4361183565474734,"score_spread":0.3129276091526328,"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."}}