{"id":"W2007186787","doi":"10.1080/19312430701807788","title":"The Canadian News Directors Study: Role Conceptions of Television Newsroom Decision Makers","year":2008,"lang":"en","type":"article","venue":"Electronic News","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Public broadcasting; Broadcasting (networking); Political science; Work (physics); Public relations; Journalism; Advertising; Business; Law; Computer science","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":[0.006044415,0.0005069388,0.00052519,0.003221697,0.020417,0.009472604,0.001721683,0.001324607,0.008518058],"category_scores_gemma":[0.01457685,0.0003727951,0.0004044406,0.006081714,0.005616044,0.002693159,0.002118792,0.002282429,0.0004284797],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09788188,"about_ca_system_score_gemma":0.1074905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927388,"about_ca_topic_score_gemma":0.9964945,"domain_scores_codex":[0.9949461,0.001252897,0.0001091636,0.0003056634,0.002097155,0.001289127],"domain_scores_gemma":[0.9851186,0.004552173,0.00140383,0.0004788858,0.004350295,0.004096192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003318735,0.0003912109,0.2540164,0.0003087939,0.00006187551,0.0005545429,0.4733594,0.0003092367,0.0005134439,0.09355292,0.1248802,0.05172015],"study_design_scores_gemma":[0.00008178408,0.00007235449,0.3502356,0.0003577214,0.00006329266,0.0001196302,0.4528106,0.000463385,0.0002001819,0.00285512,0.1925998,0.0001405485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6832967,0.006860639,0.0008220029,0.03860668,0.0004571938,0.0002844559,0.002278609,0.00003109398,0.2673625],"genre_scores_gemma":[0.9615409,0.003356518,0.0004283754,0.002942275,0.00008503584,0.0001283693,0.0006287832,0.00003075418,0.03085886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9021181,"threshold_uncertainty_score":0.7101861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253455125437999,"score_gpt":0.3051033208795006,"score_spread":0.2825687696251206,"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."}}