{"id":"W2806664837","doi":"10.1002/hup.2663","title":"Why meta is better: A reply to Linden‐Carmichael et al. (2018)","year":2018,"lang":"en","type":"letter","venue":"Human Psychopharmacology Clinical and Experimental","topic":"Coffee research and impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Art","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"],"consensus_categories":[],"category_scores_codex":[0.1512001,0.00260361,0.007660417,0.005887853,0.004818921,0.01226733,0.00948906,0.05076457,0.01185088],"category_scores_gemma":[0.528554,0.002727374,0.006738332,0.006382642,0.01516668,0.02610595,0.007550835,0.09410517,0.00768155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007988573,"about_ca_system_score_gemma":0.01491077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00719295,"about_ca_topic_score_gemma":0.007427191,"domain_scores_codex":[0.9023286,0.04640598,0.01794208,0.01041865,0.02111407,0.001790529],"domain_scores_gemma":[0.3949876,0.5061738,0.0157912,0.01616365,0.05845718,0.008426559],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001400119,0.00003004085,0.0002394863,0.003205213,0.0003682176,0.0001956227,0.0009719633,0.0001030494,0.00007568232,0.005476034,0.9718731,0.01732165],"study_design_scores_gemma":[0.0005349564,0.0001291334,0.0008685253,0.01563359,0.0006817507,0.000833618,0.001232052,0.0004541094,0.0003182514,0.06064753,0.9183186,0.0003479527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005790614,0.01889366,0.0004242443,0.9199421,0.06036409,0.00002188785,0.00009873245,0.00004609025,0.0001512592],"genre_scores_gemma":[0.001004975,0.008008583,0.001078338,0.9436662,0.04552125,0.0001124662,0.00003740889,0.00008127046,0.0004895782],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8487998,"threshold_uncertainty_score":0.7996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598608581120947,"score_gpt":0.5090624449756187,"score_spread":0.349201586863524,"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."}}