{"id":"W4311017326","doi":"10.5964/ejop.5407","title":"Humor styles are related to loneliness across 15 countries","year":2022,"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":"Universitas Airlangga; University of Johannesburg; Universitetet i Bergen; Sakarya Üniversitesi; Magyar Tudományos Akadémia; Universiteit van Amsterdam; Universität zu Köln; Universiti Tunku Abdul Rahman; Universidad Tecnológica de Bolívar","keywords":"Loneliness; Psychology; UCLA Loneliness Scale; Style (visual arts); Developmental psychology; Mental health; Clinical psychology; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009461599,0.0001876641,0.0004299268,0.0001618699,0.0005753273,0.00002824527,0.0007462441,0.00005426732,0.004872073],"category_scores_gemma":[0.0001105545,0.0001715673,0.0001302205,0.0006712701,0.0001596873,0.00003328613,0.0002513997,0.0007068253,0.0009469389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004199659,"about_ca_system_score_gemma":0.00002968748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009272367,"about_ca_topic_score_gemma":0.00001257426,"domain_scores_codex":[0.9976689,0.0004010574,0.0008345419,0.0003407312,0.0002873277,0.0004675085],"domain_scores_gemma":[0.9982066,0.0001177739,0.0006716312,0.0004767012,0.0003666006,0.0001606675],"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":[0.0009298892,0.0009419816,0.01603926,0.00001093237,0.000483582,0.001609576,0.01981486,0.0003450396,0.0009958667,0.02307064,0.9319122,0.003846198],"study_design_scores_gemma":[0.001248461,0.0005848706,0.1162716,0.000009144316,0.0000300823,0.001652504,0.01020248,7.31485e-7,0.00001039934,0.0002465836,0.8695678,0.0001753937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928468,0.002379473,0.0004543682,0.03587078,0.004086382,0.0002792124,0.0002111615,0.000056508,0.02819409],"genre_scores_gemma":[0.9834738,0.00009980478,0.0002325855,0.009056005,0.0003962264,0.00004950111,0.000006387613,0.00005535386,0.006630307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002324,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851870027168858,"score_gpt":0.41682330285731,"score_spread":0.3783046025856214,"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."}}