{"id":"W4399204323","doi":"10.1007/978-3-031-52288-8_5","title":"Predicting Self-Esteem Using Humor Styles: A Cross-Cultural Study","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Self-esteem; Psychology; Social 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":[0.001900346,0.0004796734,0.0003395084,0.0007200656,0.0006986151,0.001045162,0.000489581,0.0003980305,0.002276043],"category_scores_gemma":[0.004445614,0.0002746191,0.0004411863,0.0008361138,0.0005772813,0.0006776493,0.0006948178,0.0007609694,0.0006787944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585393,"about_ca_system_score_gemma":0.000206129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004939189,"about_ca_topic_score_gemma":0.009961767,"domain_scores_codex":[0.9994955,0.0002480105,0.00002526339,0.00007066089,0.0001137825,0.00004671429],"domain_scores_gemma":[0.9964935,0.002114942,0.0002905399,0.000280174,0.0005005427,0.0003201958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122507,0.001308269,0.9148639,0.00006419974,0.0002431094,0.0002798108,0.0160183,0.0001994889,0.003170362,0.0003345925,0.0009904889,0.06221514],"study_design_scores_gemma":[0.000007652593,0.0003548998,0.9904085,0.00003621307,0.00005142955,0.0003061835,0.007081343,0.0003469031,0.0005409927,0.0001201821,0.000730862,0.0000147354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979759,0.0001627916,0.0002046101,0.00001598432,0.000009152172,0.0000101072,0.00005104521,0.000001717539,0.001568674],"genre_scores_gemma":[0.9963987,0.0003419312,0.0005633285,0.00003590152,0.000007590946,0.00002520424,0.0001697827,0.00000688444,0.002450624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004939189,"threshold_uncertainty_score":0.01005012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07163945271882004,"score_gpt":0.4116991380795467,"score_spread":0.3400596853607266,"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."}}