{"id":"W4241011666","doi":"10.32920/ryerson.14645544","title":"Authority in Canadian news : an examination of the voices, perspectives and interests favoured by Canadian broadcasters","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Variety (cybernetics); Politics; Political science; Democracy; Public relations; Public opinion; Context (archaeology); News media; Sociology; Media studies; Law; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004482263,0.0006424424,0.0006575928,0.01225417,0.03107197,0.009531274,0.001929473,0.001617408,0.006207104],"category_scores_gemma":[0.01383974,0.0004587756,0.0004305551,0.01997606,0.007421509,0.002177448,0.003690852,0.002173197,0.0005238092],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1532746,"about_ca_system_score_gemma":0.1491309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976953,"about_ca_topic_score_gemma":0.9988531,"domain_scores_codex":[0.9920021,0.000816498,0.0002089946,0.0004897726,0.003958862,0.002523777],"domain_scores_gemma":[0.9866648,0.00272933,0.001257384,0.0002045627,0.007005917,0.002138096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001957538,0.0000544747,0.08632968,0.0004732192,0.00003981838,0.001402818,0.8397313,0.0001189056,0.001315261,0.01506484,0.01987729,0.03539671],"study_design_scores_gemma":[0.00001202871,0.00003691462,0.2154278,0.0003274369,0.0000434005,0.0003006677,0.6899692,0.0001721289,0.0002895166,0.0004066423,0.09288625,0.0001280607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671626,0.004108137,0.0002054535,0.01254483,0.000218905,0.0001232576,0.00164049,0.00002830328,0.113968],"genre_scores_gemma":[0.9840238,0.003013527,0.0001962656,0.0009326269,0.0000471606,0.00003425265,0.0004383361,0.00002636921,0.01128765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532746,"threshold_uncertainty_score":0.9820815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572728846120184,"score_gpt":0.3260570682779966,"score_spread":0.2903297798167948,"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."}}