{"id":"W4413591913","doi":"10.64628/aam.gnny3svgj","title":"Comedy should punch up, not kick down","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Comedy; Art; Literature","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":[0.0005754157,0.0003788593,0.0004005905,0.0004883364,0.001371014,0.003799757,0.0003311489,0.001955841,0.03683754],"category_scores_gemma":[0.004751284,0.0002839064,0.0003320897,0.000562143,0.002938933,0.007625127,0.0008149846,0.001962191,0.005181327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006171095,"about_ca_system_score_gemma":0.0006691496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470629,"about_ca_topic_score_gemma":0.001592,"domain_scores_codex":[0.9996068,0.0001482388,0.00001481617,0.0001079978,0.00008652755,0.00003566777],"domain_scores_gemma":[0.9992661,0.0003239249,0.00007947279,0.0001250066,0.000129661,0.000075876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009239336,0.00002796107,0.0007030006,0.0001276401,0.00002259094,0.0001293754,0.001582117,0.0001073851,0.002015987,0.9323462,0.0404605,0.02238477],"study_design_scores_gemma":[0.00002844537,0.00002364365,0.003193588,0.00008430103,0.00002747387,0.0009688005,0.002081865,0.001200255,0.001756776,0.8888829,0.1017244,0.00002754513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05635342,0.00424874,0.08641957,0.03219898,0.003657719,0.00003379254,0.000726778,0.00103138,0.8153296],"genre_scores_gemma":[0.8377585,0.001644632,0.038447,0.003571028,0.0007324256,0.00003765317,0.0004700374,0.0006783737,0.1166603],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03683754,"threshold_uncertainty_score":0.1232339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494334973510323,"score_gpt":0.3559156002168883,"score_spread":0.280972250481785,"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."}}