{"id":"W2409528975","doi":"10.1080/00223891.2016.1178650","title":"Assessing Anger Expression: Construct Validity of Three Emotion Expression-Related Measures","year":2016,"lang":"en","type":"article","venue":"Journal of Personality Assessment","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Anger; Alexithymia; Psychology; Toronto Alexithymia Scale; Discriminant validity; Emotional expression; Construct validity; Convergent validity; Coping (psychology); Hostility; Rumination; Test validity; Expression (computer science); Clinical psychology; Psychometrics; Psychiatry; Developmental psychology; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002721824,0.0004463844,0.0008741103,0.000567049,0.0002534674,0.0001115737,0.0005385496,0.0003642934,0.004819841],"category_scores_gemma":[0.0007548188,0.0002816647,0.0005326825,0.0006297045,0.0004342957,0.001241611,0.0001306336,0.0005532187,0.00002738903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730765,"about_ca_system_score_gemma":0.0004119143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003058661,"about_ca_topic_score_gemma":0.000004203687,"domain_scores_codex":[0.9945538,0.001155927,0.001518132,0.0005943074,0.001671319,0.0005064848],"domain_scores_gemma":[0.9935709,0.001171946,0.002679568,0.0005386797,0.001703257,0.0003356714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003654739,0.002018869,0.6921061,0.0001055493,0.000668411,0.00007670962,0.001277936,0.000003553457,0.1039931,0.0006521993,0.006496949,0.1922352],"study_design_scores_gemma":[0.005462002,0.0006351815,0.9451853,0.00179698,0.0003630802,0.0003243095,0.003961057,0.000007021614,0.02628274,0.009242925,0.006223386,0.0005159906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025758,0.002225501,0.08130601,0.0008957593,0.003542295,0.000333272,0.00008198118,0.00005407343,0.008985292],"genre_scores_gemma":[0.9906378,0.0010842,0.007310834,0.00006848857,0.0006106473,0.00002050122,0.000006805115,0.00004900187,0.0002117458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530792,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291891635999484,"score_gpt":0.4040174485230837,"score_spread":0.2748282849231353,"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."}}