{"id":"W2067339397","doi":"10.1007/s10902-012-9400-0","title":"Incremental Validity of Alexithymia, Emotional Coping and Humor Style on Happiness and Psychological Well-Being","year":2012,"lang":"en","type":"article","venue":"Journal of Happiness Studies","topic":"Humor Studies and Applications","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Euskal Herriko Unibertsitatea","keywords":"Psychology; Alexithymia; Happiness; Toronto Alexithymia Scale; Positive psychology; Mood; Coping (psychology); Personality; Psychological well-being; Well-being; Developmental psychology; Social psychology; Clinical psychology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0005936906,0.0001851459,0.0005265605,0.0001176845,0.0002818193,0.00001324523,0.0001120449,0.00005839071,0.0001207023],"category_scores_gemma":[0.00009281823,0.0001357397,0.00008059729,0.0001377812,0.0003567195,0.00008406635,0.0001376967,0.0002144387,0.000008594283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003071498,"about_ca_system_score_gemma":0.000005824294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000925566,"about_ca_topic_score_gemma":0.000003234783,"domain_scores_codex":[0.9986459,0.00009926582,0.0005632538,0.0001789996,0.0002426604,0.0002699117],"domain_scores_gemma":[0.9988949,0.0002671682,0.0004510123,0.0001316728,0.0001593513,0.00009595312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006706784,0.00413412,0.6829156,0.0006064159,0.003070674,0.00005961142,0.03778514,0.00001514786,0.005057127,0.2231878,0.03432402,0.008173601],"study_design_scores_gemma":[0.001995353,0.0007605741,0.9640369,0.0003524105,0.0001435307,0.0003721996,0.0208589,0.000004495666,0.0002238658,0.001940118,0.009042657,0.0002690159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804339,0.004008469,0.0001425233,0.001399114,0.0006250556,0.000149251,0.000009341155,0.00001038777,0.01322194],"genre_scores_gemma":[0.9974197,0.001127979,0.000492598,0.0001931995,0.0006040544,0.00001831915,0.000001098563,0.00001141312,0.0001316594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2811212,"threshold_uncertainty_score":0.5535306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285642792192013,"score_gpt":0.4041921004712845,"score_spread":0.2756278212520831,"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."}}