{"id":"W7132998595","doi":"","title":"Productive Cynics: How Satire Affects Millennial Political Participation in Canada","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Cynicism; Context (archaeology); Political efficacy; Political communication; Comedy; Appeal; Status quo; Citizen journalism","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002704182,0.0005567979,0.0007538435,0.0001774842,0.0005708758,0.00004363763,0.000354642,0.0002191175,0.003133118],"category_scores_gemma":[0.0003066606,0.000650843,0.0001301358,0.0007314774,0.00008291735,0.0000270874,0.0001074067,0.001095176,0.0000618237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914523,"about_ca_system_score_gemma":0.002619328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9086131,"about_ca_topic_score_gemma":0.9842768,"domain_scores_codex":[0.995855,0.0005688966,0.0004505974,0.001216049,0.0006017028,0.001307793],"domain_scores_gemma":[0.998099,0.0003381817,0.0004023591,0.0007716444,0.0001006821,0.0002881873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001624792,0.002734912,0.03334946,0.001228953,0.001415866,0.0004133729,0.3941996,0.0003916728,0.0009903059,0.3852303,0.1535,0.02492077],"study_design_scores_gemma":[0.001396243,0.000348298,0.212613,0.00009689994,0.0002791639,0.000007602965,0.6470982,0.0002583448,0.0002845371,0.0002361285,0.1363292,0.001052344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170978,0.001315294,0.000005987141,0.027966,0.003026223,0.002299871,0.0001709613,0.00003334132,0.04808452],"genre_scores_gemma":[0.9789464,0.0001061422,0.00003245222,0.0002855957,0.0005309418,0.00283685,0.0009069462,0.00008481445,0.01626981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849942,"threshold_uncertainty_score":0.9995943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577424502058213,"score_gpt":0.3959681289285873,"score_spread":0.3701938839080052,"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."}}