{"id":"W2018872382","doi":"10.1177/1748048511405815","title":"No longer ‘the other’: A reflection on diversity in Canadian fiction television","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Multiculturalism; Framing (construction); Ethnic group; Transformative learning; Public relations; Public broadcasting; Perspective (graphical); Sociology; Political science; Diversity (politics); Cultural diversity; Media studies; Law; Engineering; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006782408,0.0009355026,0.0008714828,0.00355336,0.08757066,0.01960891,0.004714475,0.007109466,0.005951526],"category_scores_gemma":[0.01227018,0.0006983152,0.0007370492,0.006488845,0.04602282,0.006632182,0.01045883,0.01538508,0.0003420134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1427419,"about_ca_system_score_gemma":0.07964007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9645485,"about_ca_topic_score_gemma":0.9766501,"domain_scores_codex":[0.9898156,0.003267603,0.0001328846,0.0006747731,0.002571382,0.003537754],"domain_scores_gemma":[0.9918269,0.004222377,0.0003324534,0.0002163167,0.001588396,0.001813572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001197581,0.00001178141,0.0005212559,0.00003778087,0.000003765398,0.0006981348,0.9675982,0.00004792415,0.000209721,0.01964686,0.007090727,0.004121848],"study_design_scores_gemma":[0.000003973523,0.0000108505,0.001465497,0.0001381439,0.000008220119,0.0002686649,0.8139084,0.00006869159,0.0001218472,0.001172477,0.1828003,0.00003292774],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5379989,0.01041095,0.00166152,0.1557418,0.002702505,0.0001022098,0.0002109531,0.00007899891,0.2910923],"genre_scores_gemma":[0.958572,0.003115442,0.0005249833,0.009914252,0.0003427874,0.00002967433,0.00005033717,0.00009684699,0.02735368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427419,"threshold_uncertainty_score":0.9942979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179635591143853,"score_gpt":0.3472829401141823,"score_spread":0.2293193809997969,"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."}}