{"id":"W3211261945","doi":"10.32920/ryerson.14648589.v1","title":"The Artillery Of Critique Versus The General Uncritical Concsensus: Standing Up To Propaganda, 1990-1999","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University","funders":"","keywords":"Comedy; Discipline; Sociology; Politics; Context (archaeology); Epistemology; Media studies; Social science; Political science; Literature; Law; History; Art; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004744781,0.000240324,0.0003677107,0.00003102009,0.0004569162,0.000114423,0.0004778334,0.0001750916,0.0007015093],"category_scores_gemma":[0.0002304297,0.0001377656,0.0002088042,0.0001551584,0.0003532318,0.000007262483,0.0008249682,0.0006008552,0.00005666908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007665224,"about_ca_system_score_gemma":0.0001253376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006718807,"about_ca_topic_score_gemma":0.0006832635,"domain_scores_codex":[0.9980824,0.0002163111,0.0004939713,0.0005119432,0.0002576533,0.0004377079],"domain_scores_gemma":[0.9976263,0.0009101878,0.00008539629,0.001061012,0.0002136429,0.0001034643],"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":[0.0002591424,0.00009510459,0.0001039272,0.00005525892,0.0005668218,0.00002333563,0.008489326,0.00004460402,0.0003329159,0.8541353,0.1330147,0.002879545],"study_design_scores_gemma":[0.002098149,0.0003676261,0.003143709,0.0002233212,0.0004121863,0.00003702288,0.1675818,0.0002645634,0.002549863,0.004204829,0.8180792,0.001037779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6089607,0.004601663,0.007373533,0.06635123,0.01094293,0.003109298,0.0003102415,0.0001957605,0.2981546],"genre_scores_gemma":[0.9909878,0.0002189231,0.000436011,0.0007089789,0.0005424951,0.0007810686,0.00002357885,0.00003255812,0.006268576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8499305,"threshold_uncertainty_score":0.7681035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06748343310715321,"score_gpt":0.4111293044020605,"score_spread":0.3436458712949073,"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."}}