{"id":"W3006770466","doi":"10.5539/ies.v13n4p17","title":"Perspectives of Students in Thailand on the Use of Humor in University Classroom","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"Humor Studies and Applications","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Decorum; Pedagogy; Atmosphere (unit); Perception; Stress management; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001664805,0.0004259845,0.0004381953,0.000797284,0.005871898,0.006515754,0.0005078031,0.001132355,0.002807407],"category_scores_gemma":[0.00393732,0.0003142372,0.0003252169,0.001102765,0.00385931,0.001981041,0.00294296,0.00284567,0.000481222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714321,"about_ca_system_score_gemma":0.002170419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007024576,"about_ca_topic_score_gemma":0.01027213,"domain_scores_codex":[0.9972073,0.001533099,0.0001055602,0.0001130341,0.0003962786,0.0006446683],"domain_scores_gemma":[0.9940362,0.001608358,0.00143672,0.0001353423,0.000686261,0.002097214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006707084,0.0001129936,0.05984868,0.0001342938,0.00001216312,0.00120558,0.9223307,0.00005617002,0.002529925,0.0007753529,0.0008788237,0.01204831],"study_design_scores_gemma":[0.000001789547,0.0001128963,0.01524265,0.00005458564,0.000005986133,0.0005221313,0.977671,0.00004824927,0.0003326759,0.00009999931,0.005885026,0.00002294807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935735,0.0003235456,0.0002210085,0.0008304847,0.00002262283,0.00001404382,0.00002307374,0.000006723138,0.00498494],"genre_scores_gemma":[0.9973257,0.0003588619,0.00006824175,0.0002643667,0.000009003371,0.00001007266,0.00001202737,0.000005325421,0.001946378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007024576,"threshold_uncertainty_score":0.01396739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163206492408432,"score_gpt":0.4327306118969183,"score_spread":0.2695241194884863,"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."}}