{"id":"W2941381664","doi":"10.1002/ijop.12582","title":"What is the temperamental basis of humour like in China? A cross‐national examination and validation of the standard version of the state–trait cheerfulness inventory","year":2019,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Seriousness; Psychology; Trait; Mood; Temperament; Personality; Social psychology; Big Five personality traits; Developmental psychology; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242312,0.0001829384,0.0002718022,0.0009181201,0.0005181274,0.000540262,0.0002040328,0.0001753497,0.0006859031],"category_scores_gemma":[0.002214369,0.0001210813,0.0002732406,0.0009421544,0.0005107783,0.0003494441,0.0004378654,0.0002264562,0.00008318776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935565,"about_ca_system_score_gemma":0.0005578274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944018,"about_ca_topic_score_gemma":0.03032813,"domain_scores_codex":[0.9997364,0.00006335032,0.00002717911,0.00005874058,0.00005738659,0.00005691981],"domain_scores_gemma":[0.9989251,0.0001663162,0.0003302266,0.0001611156,0.0002579584,0.0001592253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002737356,0.0000194369,0.9783044,0.00002573554,0.00006323211,0.00005690855,0.00312033,0.00005093622,0.001593844,0.0002298937,0.0001360041,0.01637182],"study_design_scores_gemma":[4.93947e-7,0.00001258658,0.9992549,0.000003352334,0.000004653545,0.00002510671,0.0003422273,0.00007868307,0.00006790341,0.00003383078,0.0001742904,0.000002026719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990329,0.00008418211,0.0001095862,0.00004750614,0.000004465111,0.000005796718,0.00006188623,0.000001798512,0.0006519107],"genre_scores_gemma":[0.9995483,0.00005042626,0.0001028961,0.00002079726,0.000002726483,0.000003972014,0.00008840283,8.760443e-7,0.0001817522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01944018,"threshold_uncertainty_score":0.03865403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787770896029975,"score_gpt":0.3637764901469385,"score_spread":0.3458987811866387,"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."}}