{"id":"W4367676123","doi":"10.32920/22732433.v1","title":"The Canadian News Directors Study: Role Conceptions of Television Newsroom Decision Makers","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public broadcasting; Broadcasting (networking); Political science; Work (physics); Public relations; Journalism; Advertising; Business; Law; Engineering; Computer science","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":[0.005869633,0.0004583682,0.0004107526,0.002728205,0.01750798,0.009676365,0.001577835,0.00130584,0.008447872],"category_scores_gemma":[0.0146211,0.0003920358,0.0003554817,0.004643485,0.006835615,0.002827096,0.001910595,0.001978427,0.0004144218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09111647,"about_ca_system_score_gemma":0.08612368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921401,"about_ca_topic_score_gemma":0.9945451,"domain_scores_codex":[0.9950068,0.001526945,0.0001050412,0.0003496064,0.001836935,0.001174527],"domain_scores_gemma":[0.9870574,0.00426794,0.001335028,0.000471249,0.003360722,0.003507673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000344093,0.00031296,0.2334293,0.0002388555,0.00005773154,0.0005026318,0.5189023,0.0003966198,0.0005930162,0.1160142,0.08766032,0.041548],"study_design_scores_gemma":[0.00009251376,0.00006670548,0.3335716,0.0003287484,0.00006467691,0.0001105126,0.5080943,0.0006873331,0.0002711512,0.004399009,0.15216,0.0001534656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7193151,0.004851083,0.0007657225,0.03352769,0.0002777282,0.0001733578,0.00156506,0.00002500821,0.2394993],"genre_scores_gemma":[0.9767976,0.001668957,0.0002691228,0.001452345,0.00003760578,0.00005851444,0.000322609,0.00002112851,0.01937207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09111647,"threshold_uncertainty_score":0.6610993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238886233361524,"score_gpt":0.3704448345703479,"score_spread":0.2980559722367327,"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."}}