{"id":"W2017353312","doi":"10.1002/per.505","title":"Humour styles, personality, and well‐being among Lebanese university students","year":2004,"lang":"en","type":"article","venue":"European Journal of Personality","topic":"Humor Studies and Applications","field":"Psychology","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Collectivism; Personality; Social psychology; Big Five personality traits; Developmental psychology; Scale (ratio); Individualism; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006300795,0.0002088003,0.0002336211,0.0009830761,0.0007055205,0.0007107944,0.0001166408,0.0002264201,0.001169117],"category_scores_gemma":[0.001583435,0.0001076951,0.0001753445,0.000684683,0.0002999007,0.000208765,0.0003625866,0.0003111903,0.0002390111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545115,"about_ca_system_score_gemma":0.0004041843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658199,"about_ca_topic_score_gemma":0.03027302,"domain_scores_codex":[0.9997922,0.00006361849,0.00001317813,0.00001609367,0.00004883119,0.00006609236],"domain_scores_gemma":[0.9991736,0.00009598552,0.0002392028,0.0000330611,0.0001455878,0.0003126668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004505733,0.0000876163,0.9922419,0.000006805508,0.00001855677,0.00005613971,0.001487403,0.00002164271,0.0004960284,0.00003025329,0.00007756306,0.005431043],"study_design_scores_gemma":[0.000002282105,0.00008254841,0.9977307,0.000005794277,0.000004430246,0.0000488046,0.001756957,0.00005094694,0.0000662953,0.00002094976,0.0002275019,0.000002761795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999606,0.00007224541,0.00001057757,0.00002313246,0.00000179204,0.000001849747,0.00002023715,7.027814e-7,0.0002634138],"genre_scores_gemma":[0.9996408,0.00005644141,0.0000228349,0.00001681418,0.000002557367,0.000002516281,0.0000290469,4.182665e-7,0.0002287201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658199,"threshold_uncertainty_score":0.03297091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504119262389602,"score_gpt":0.2991397839389061,"score_spread":0.2740985913150101,"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."}}