{"id":"W1592019925","doi":"10.5964/ejop.v10i3.809","title":"Investigating the Role of Humor in Psychological Health and Well-Being: Opening Comments","year":2014,"lang":"en","type":"article","venue":"Europe’s Journal of Psychology","topic":"Humor Studies and Applications","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Download; Citation; License; Attribution; Library science; Psychological health; Psychology; Mental health; Psychological science; Health psychology; Applied psychology; World Wide Web; Computer science; Social psychology; Medicine; Public health; Clinical psychology; Psychiatry","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":[0.01804325,0.000689982,0.0007821352,0.0005430024,0.002459914,0.00349465,0.002996441,0.01486946,0.02158092],"category_scores_gemma":[0.1485677,0.0002430571,0.0009388479,0.0006675043,0.003016889,0.004434203,0.003279585,0.01453614,0.00641091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785795,"about_ca_system_score_gemma":0.006513359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005278268,"about_ca_topic_score_gemma":0.004301197,"domain_scores_codex":[0.9916413,0.002598838,0.0006548827,0.001143273,0.003421462,0.0005402729],"domain_scores_gemma":[0.8229989,0.10669,0.004967352,0.004522584,0.05294571,0.007875354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001224217,0.00002926904,0.0007039725,0.0006509422,0.00001751026,0.0002709026,0.001618273,0.00002908184,0.0004476591,0.003157215,0.9799747,0.01297813],"study_design_scores_gemma":[0.00005800522,0.000123999,0.005120259,0.002514315,0.00004677022,0.0003597786,0.008234987,0.0001041863,0.0008467963,0.005596468,0.9769251,0.00006924556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001772194,0.005851061,0.0004453404,0.9023614,0.08535229,0.00006868777,0.0005344506,0.00005321165,0.003561324],"genre_scores_gemma":[0.0390817,0.01079806,0.001759165,0.827452,0.09125838,0.0004797044,0.000470062,0.0001405613,0.02856037],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02158092,"threshold_uncertainty_score":0.09542298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606268208351637,"score_gpt":0.4098072057318677,"score_spread":0.3637445236483514,"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."}}