{"id":"W6991532982","doi":"","title":"How Global \"Big Media\" May Conquer the \"New Media\" Environment in Canada: A Critical Investigation of CRTC Decisions","year":2007,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hegemony; Commission; Media policy; Broadcasting (networking); Mythology; Politics; News media; Public policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001537387,0.0002646584,0.000529311,0.000176792,0.0007849255,0.00003537275,0.001354567,0.0004921489,0.0002893691],"category_scores_gemma":[0.002619159,0.0002768244,0.0001673615,0.0006542298,0.0008155525,0.0003046457,0.0002264576,0.0007207955,0.00001504459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711646,"about_ca_system_score_gemma":0.003519369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5190673,"about_ca_topic_score_gemma":0.9918811,"domain_scores_codex":[0.9963335,0.0006641615,0.0003839075,0.0004068617,0.001726978,0.0004846081],"domain_scores_gemma":[0.9961218,0.0021303,0.0004837569,0.0006133445,0.0002660558,0.000384702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001586437,0.0003769645,0.5153388,0.0003271155,0.0005822384,0.0001634815,0.278042,0.00003883601,0.0009771792,0.07900811,0.01601946,0.1075394],"study_design_scores_gemma":[0.0008065638,0.00003399343,0.7781427,0.0003587258,0.0002110846,0.000001070895,0.1884115,0.000004669913,0.0002153904,0.007211213,0.02421573,0.0003874338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725168,0.001986551,0.0000323258,0.01706676,0.0008867121,0.0005167625,0.0001640609,0.00001601543,0.006814042],"genre_scores_gemma":[0.9952014,0.00193301,0.0005821536,0.0001179987,0.0001549466,0.000001871431,0.0003355622,0.00001585461,0.001657179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4728138,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05216615105295889,"score_gpt":0.2823348155830986,"score_spread":0.2301686645301398,"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."}}