{"id":"W2008418529","doi":"10.5964/ejop.v6i3.213","title":"Humor Creation Ability and Mental Health: Are Funny People more Psychologically Healthy?","year":2010,"lang":"en","type":"article","venue":"Europe’s Journal of Psychology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Optimism; Mental health; Personality; Anxiety; Sense of humor; Psychological intervention; Humor research; Construct (python library); Task (project management); Well-being; Big Five personality traits; Developmental psychology; Social psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001136754,0.0002315672,0.0005553436,0.0001557479,0.0003723299,0.00002959978,0.0003884465,0.0001449412,0.001464941],"category_scores_gemma":[0.0001361084,0.0001888373,0.0001204516,0.0003317735,0.0003714443,0.00005747893,0.00006864625,0.0009943801,0.0001514064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002497151,"about_ca_system_score_gemma":0.00004364168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002845954,"about_ca_topic_score_gemma":0.0001500847,"domain_scores_codex":[0.9975142,0.0003563343,0.0009576571,0.0004858644,0.0002107524,0.0004751599],"domain_scores_gemma":[0.9977786,0.0001219575,0.0009836656,0.0005488588,0.0002120485,0.0003548463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002123557,0.004369219,0.3278459,0.00007623265,0.0003829417,0.0001472686,0.02324793,0.0000020039,0.01131267,0.02797746,0.517989,0.08452579],"study_design_scores_gemma":[0.001426168,0.0009501762,0.7391114,0.000009478849,0.00001176096,0.001116113,0.001051889,0.000001264617,0.000002116797,0.0003627109,0.2558285,0.00012845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726628,0.001305255,0.0003819287,0.1052003,0.00283502,0.0003673659,0.00004587391,0.00003939553,0.01716205],"genre_scores_gemma":[0.9869986,0.0006830674,0.002009847,0.009147478,0.000705135,0.00002240062,0.000009085777,0.00003475694,0.0003896441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4112655,"threshold_uncertainty_score":0.9994479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582925397926726,"score_gpt":0.4199930620210293,"score_spread":0.384163808041762,"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."}}