{"id":"W4412799298","doi":"10.1080/10615806.2025.2539985","title":"Emotion regulation and high social anxiety: spontaneous and instructed use of cognitive reappraisal to regulate anger","year":2025,"lang":"en","type":"article","venue":"Anxiety Stress & Coping","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de recherche du Québec","keywords":"Cognitive reappraisal; Anger; Psychology; Anxiety; Cognition; Social anxiety; Cognitive psychology; Expressive Suppression; Clinical psychology; Neuroscience; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001661137,0.0003551855,0.0004619449,0.000507477,0.000326558,0.0001089369,0.000116148,0.0003177614,0.0001034821],"category_scores_gemma":[0.0004837644,0.0003739851,0.00007403269,0.001137908,0.0002577078,0.0003706562,0.0001738322,0.0002170005,0.000007346918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004604318,"about_ca_system_score_gemma":0.00004728587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005474566,"about_ca_topic_score_gemma":0.0001087988,"domain_scores_codex":[0.997742,0.0002219378,0.000478201,0.0008737185,0.0002763903,0.0004077443],"domain_scores_gemma":[0.9983013,0.0004708656,0.0003034914,0.0002582446,0.0005453749,0.0001207851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001141417,0.0002512942,0.2580035,0.000194924,0.0004208406,0.00001466596,0.00507701,0.000005208651,0.001151993,0.002518943,0.00251153,0.7287086],"study_design_scores_gemma":[0.002130406,0.0001593057,0.9843422,0.0007402266,0.0002278619,0.00006956363,0.001663219,0.0000431511,0.002200035,0.0006340542,0.007412699,0.0003773304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914817,0.001023455,0.003256084,0.0004432122,0.0007439589,0.0007524783,0.0002529862,0.0001264043,0.001919677],"genre_scores_gemma":[0.9943186,0.003212745,0.0009250136,0.0003336011,0.0001975836,0.00006695468,0.0001960496,0.00004177653,0.0007076674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7283313,"threshold_uncertainty_score":0.9998712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258327575546279,"score_gpt":0.3240724998614524,"score_spread":0.2982397423068245,"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."}}