{"id":"W4366278643","doi":"10.1080/2040610x.2023.2187605","title":"Tracing the events and impacts of the Canadian satire boom of the 1960s","year":2023,"lang":"en","type":"article","venue":"Comedy Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Comedy; Politics; Media studies; Popularity; History; Comics; Immigration; Praise; Literature; Art; Political science; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004182039,0.00003673332,0.00009413198,0.00006971577,0.00199657,0.00002046992,0.0002291916,0.00002258341,0.000009380708],"category_scores_gemma":[0.0004505217,0.0000216457,0.00004986812,0.0003945144,0.001178855,0.00002797303,0.00006485598,0.00006884576,0.000002371029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573005,"about_ca_system_score_gemma":0.0005458159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9095666,"about_ca_topic_score_gemma":0.9995131,"domain_scores_codex":[0.9994019,0.00009746499,0.00009140551,0.00005642701,0.0002009383,0.000151842],"domain_scores_gemma":[0.9995716,0.0001348478,0.00006256097,0.0001368888,0.00004461366,0.00004954883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004289076,0.00001476368,0.2916887,0.0001352181,0.0003040174,0.000002892574,0.5219549,0.00001232788,0.00005707774,0.02222569,0.1506014,0.01299879],"study_design_scores_gemma":[0.00005710857,0.000004979926,0.854623,0.00006151411,0.00002509051,1.836903e-7,0.02676878,0.000001308565,0.00001025127,0.001216948,0.1171942,0.00003667666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686607,0.003589415,2.528536e-8,0.01894031,0.0007169402,0.0002020343,0.0000431714,0.000007533965,0.007839878],"genre_scores_gemma":[0.996331,0.0005859833,4.051383e-7,0.0001617908,0.00003852914,0.000003768125,1.235775e-7,0.000002589292,0.002875842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5629343,"threshold_uncertainty_score":0.9993027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298522039049785,"score_gpt":0.2966533428593208,"score_spread":0.2536681224688229,"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."}}