{"id":"W2555108844","doi":"10.1080/10463283.2016.1245940","title":"The question-behaviour effect: A theoretical and methodological review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"European Review of Social Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Economic and Social Research Council","keywords":"Psychology; Fluency; Cognitive dissonance; Social psychology; Meta-analysis; Mathematics education; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04068307,0.002613856,0.01331969,0.01107357,0.0007574495,0.00427276,0.002930809,0.002527037,0.004187975],"category_scores_gemma":[0.09636396,0.001409335,0.02395979,0.00951234,0.001602168,0.00313033,0.002681867,0.002211363,0.0003291082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004582626,"about_ca_system_score_gemma":0.006907857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984777,"about_ca_topic_score_gemma":0.008367778,"domain_scores_codex":[0.9752836,0.01322583,0.005966244,0.00183503,0.003343876,0.0003454888],"domain_scores_gemma":[0.9183272,0.06975649,0.006751281,0.001828234,0.003041061,0.0002958247],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008505632,0.00006238653,0.00251565,0.7426886,0.1412149,0.00008853251,0.0002150118,0.0003559394,0.0002304979,0.001127103,0.001414285,0.1092366],"study_design_scores_gemma":[0.00068634,0.0005605927,0.00797056,0.241936,0.7259784,0.0003709542,0.0002175567,0.0003915523,0.0005635576,0.003250621,0.01799988,0.00007407757],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006511469,0.9975488,0.0008876875,0.0002464684,0.0001144909,0.0002053194,0.0001280262,0.00001293257,0.0002051687],"genre_scores_gemma":[0.0347922,0.9573242,0.005055283,0.0007840498,0.0001836327,0.001361768,0.0003065354,0.0000245818,0.0001676716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9593169,"threshold_uncertainty_score":0.2151552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2804523772818376,"score_gpt":0.5881507182091769,"score_spread":0.3076983409273392,"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."}}