{"id":"W4414759664","doi":"10.20429/amtp.2023.25","title":"Engaging Gen Z Through Humor","year":2023,"lang":"en","type":"article","venue":"","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton","funders":"","keywords":"Pandemic; Student life; Coronavirus disease 2019 (COVID-19); Qualitative research","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":[0.002696719,0.0004277999,0.0002164435,0.0007106531,0.003086954,0.004641791,0.0004484936,0.001280619,0.02066629],"category_scores_gemma":[0.006696316,0.0001642158,0.0002680851,0.0003927115,0.003971191,0.00349413,0.005559737,0.00116762,0.00578777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035754,"about_ca_system_score_gemma":0.001242482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007234697,"about_ca_topic_score_gemma":0.002844581,"domain_scores_codex":[0.9974274,0.001814013,0.00003994203,0.0001511972,0.0002710975,0.000296328],"domain_scores_gemma":[0.9963673,0.00165071,0.0003984878,0.0004526485,0.0003567393,0.0007741495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003868853,0.0003662401,0.02902026,0.0008152534,0.00006275071,0.001489859,0.2413651,0.0004084733,0.006633456,0.1101462,0.101361,0.5079446],"study_design_scores_gemma":[0.00005722867,0.0004487668,0.0166243,0.0007909101,0.00005422521,0.000941264,0.1433181,0.0009391698,0.003698219,0.05165371,0.7814093,0.00006479938],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3904106,0.004721769,0.03446758,0.04322454,0.001580265,0.0002248555,0.0001963083,0.001391113,0.5237829],"genre_scores_gemma":[0.9245296,0.001348759,0.005742606,0.006776156,0.0001913272,0.00009528778,0.00007673167,0.0001784836,0.06106117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02066629,"threshold_uncertainty_score":0.06913567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163191836587085,"score_gpt":0.4332461319917139,"score_spread":0.3169269483330054,"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."}}