{"id":"W4402055780","doi":"10.4324/9781003006770-27","title":"Podcasting and Resistance to Gender-Based Violence across Canada, the United States, and Mexico","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Leicester; Arts and Humanities Research Council; University of Alberta; University of Minnesota","keywords":"Resistance (ecology); Political science; Criminology; Psychology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000954779,0.0002797716,0.0002592934,0.001783853,0.01533413,0.006244759,0.0008738372,0.000892887,0.004477612],"category_scores_gemma":[0.003638895,0.0001222882,0.0001518888,0.003138438,0.00718831,0.00162016,0.002970795,0.001939994,0.0001118388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02382515,"about_ca_system_score_gemma":0.01913535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7855828,"about_ca_topic_score_gemma":0.8718103,"domain_scores_codex":[0.9994606,0.000142091,0.000008916431,0.00005597671,0.00009225435,0.0002401446],"domain_scores_gemma":[0.9986725,0.0006783213,0.0001250734,0.00006805107,0.0002239521,0.000232121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009532892,0.00006154674,0.01435208,0.0002371654,0.00001579825,0.0006417316,0.777926,0.0001716223,0.000503774,0.1137393,0.01816076,0.07409482],"study_design_scores_gemma":[0.000006011683,0.00002391021,0.03996805,0.0004289662,0.00002205916,0.0001439709,0.7603421,0.0000774971,0.0003145711,0.002678121,0.1959786,0.00001629877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7095499,0.0135995,0.000853259,0.008694158,0.0004462177,0.00005557562,0.0003378216,0.00006355864,0.2664001],"genre_scores_gemma":[0.9757636,0.00595984,0.0003248555,0.0004308215,0.00005028493,0.00003668456,0.0001117257,0.0000245471,0.01729776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2144172,"threshold_uncertainty_score":0.4313599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574514304382239,"score_gpt":0.2816728714330608,"score_spread":0.2459277283892384,"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."}}