{"id":"W264629316","doi":"","title":"Make ‘em Laugh: Using Humour to Promote Learning in Language and Literature Classrooms","year":2014,"lang":"en","type":"article","venue":"Teaching Innovation Projects","topic":"Humor Studies and Applications","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Language acquisition; Pedagogy; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008816848,0.0001293297,0.0001475752,0.0003575554,0.0002421127,0.00008498611,0.00008620053,0.00008325341,0.00002310183],"category_scores_gemma":[0.000270545,0.000123437,0.00001309911,0.0008968699,0.00001457506,0.00004370424,0.00007073084,0.0005866155,0.00002161917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004086727,"about_ca_system_score_gemma":0.00001226436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140193,"about_ca_topic_score_gemma":0.00006346752,"domain_scores_codex":[0.9989295,0.0001416518,0.0002637273,0.000319399,0.0001009769,0.0002447421],"domain_scores_gemma":[0.9995922,0.00004116963,0.000107621,0.000187682,0.00004616434,0.00002520567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003766944,0.0001908906,0.02349315,0.00009147999,0.00003876886,0.00001934617,0.3544398,0.0001331034,0.02890484,0.3453574,0.0009897937,0.2463038],"study_design_scores_gemma":[0.005750606,0.001134333,0.3006403,0.001682543,0.00007507546,0.0002729284,0.1534015,0.01607566,0.0008900592,0.004023522,0.5135127,0.002540814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814365,0.00005372806,0.003399618,0.0007090094,0.0001032684,0.000402739,0.000002879931,0.0001271603,0.01376513],"genre_scores_gemma":[0.9914212,6.085689e-7,0.005203797,0.000584508,0.0001763199,0.00006708175,0.00002775394,0.00002412041,0.002494569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5125229,"threshold_uncertainty_score":0.5033613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065157279773307,"score_gpt":0.3554899902318971,"score_spread":0.324838417434164,"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."}}