{"id":"W3214494217","doi":"10.32920/ryerson.14645544.v1","title":"Authority in Canadian news : an examinatin 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":"Toronto Metropolitan University","funders":"","keywords":"Mainstream; Variety (cybernetics); Politics; Political science; Public relations; Democracy; Context (archaeology); Public opinion; News media; Sociology; Media studies; Law; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006497937,0.0002012372,0.0003134943,0.0002290519,0.0003916052,0.0003589963,0.0006138521,0.0003962015,0.0003196856],"category_scores_gemma":[0.0002211208,0.0001867701,0.00007328076,0.0002073824,0.0004019792,0.0001141083,0.000164816,0.0006913949,5.963947e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323084,"about_ca_system_score_gemma":0.006199256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999952,"about_ca_topic_score_gemma":0.9999972,"domain_scores_codex":[0.9975877,0.0006758729,0.0003029396,0.0004656362,0.0002395163,0.0007283195],"domain_scores_gemma":[0.9981101,0.00006134879,0.0001239295,0.0004192768,0.0001299683,0.001155345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005425119,0.0001118335,0.2268478,0.0001500808,0.00006806242,0.00004912948,0.639196,0.00000861565,0.00001930933,0.1124304,0.01089662,0.0102167],"study_design_scores_gemma":[0.0003202407,0.00004127227,0.513611,0.0002894417,0.00003175559,0.000002881395,0.4198886,0.0001862659,0.00002690406,0.005396147,0.05952613,0.0006794428],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926177,0.0004290411,0.000001964427,0.02481523,0.0005186337,0.0005137334,0.000318526,0.00001152161,0.04721434],"genre_scores_gemma":[0.9952222,0.0001377138,0.00006827064,0.0003629016,0.00008797464,0.000009829111,0.00002845629,0.00001361771,0.004069005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2867631,"threshold_uncertainty_score":0.9994346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350614314240608,"score_gpt":0.3308642994204555,"score_spread":0.2958028679963947,"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."}}