{"id":"W4313564591","doi":"10.1037/bul0000377","title":"Appealing to motivation to change attitudes, intentions, and behavior: A systematic review and meta-analysis of 702 experimental tests of the effects of motivational message matching on persuasion.","year":2022,"lang":"en","type":"review","venue":"Psychological Bulletin","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Persuasion; PsycINFO; Matching (statistics); Psychology; Moderation; Meta-analysis; Social psychology; Salient; Cognitive psychology; Computer science; MEDLINE; Statistics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038243,0.0003424675,0.003391681,0.0004390783,0.0001093197,0.000009649444,0.000377458,0.0001674977,0.003855445],"category_scores_gemma":[0.000491948,0.0002082098,0.001416231,0.0009273262,0.0000789248,0.0000176682,0.000241233,0.0003555015,0.00001097957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006337775,"about_ca_system_score_gemma":0.000007910138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006539086,"about_ca_topic_score_gemma":0.000002770908,"domain_scores_codex":[0.9958341,0.001346594,0.001554145,0.0005966473,0.0004594682,0.0002090662],"domain_scores_gemma":[0.9973121,0.0008015549,0.001062077,0.0006163279,0.00007867441,0.0001292549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008018924,0.01067828,0.0004277237,0.927583,0.03210245,0.00001644694,0.001970778,0.000001193604,0.00006418037,0.003946229,0.00343789,0.01969161],"study_design_scores_gemma":[0.0006968061,0.004287678,0.0485338,0.1291909,0.798796,0.00006356638,0.0005558204,2.073017e-7,0.000006990119,0.00001571821,0.01693683,0.0009156571],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004838636,0.9881349,0.00002118987,0.0004275504,0.0001656087,0.006011486,0.0002829402,0.00001495374,0.0001027148],"genre_scores_gemma":[0.1274284,0.8472536,0.0005854105,0.003280683,0.00003513967,0.02053907,0.0002173014,0.0000823944,0.0005780373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7983921,"threshold_uncertainty_score":0.9970552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.283673889845603,"score_gpt":0.4831015838897087,"score_spread":0.1994276940441057,"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."}}