{"id":"W2971251118","doi":"10.1177/1464884919871139","title":"The challenges of public service broadcasting: A study of the <i>Empresa Brasil de Comunicação</i>","year":2019,"lang":"en","type":"article","venue":"Journalism","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"","keywords":"Mandate; Government (linguistics); Broadcasting (networking); Context (archaeology); Politics; Democracy; Public service; Public broadcasting; Service (business); Public administration; Deconstruction (building); Political science; Control (management); Public relations; Sociology; Management; Business; Law; Engineering; Marketing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002390439,0.000054399,0.0001377515,0.00001722649,0.0006396123,0.00003769479,0.001266445,0.00003855972,0.00001899332],"category_scores_gemma":[0.0003853379,0.00003030227,0.00005774331,0.0002519993,0.0001106347,0.00007849964,0.0003065562,0.0002146897,0.000002723439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003355801,"about_ca_system_score_gemma":0.0001270663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567383,"about_ca_topic_score_gemma":0.02047587,"domain_scores_codex":[0.9980286,0.001011583,0.000256216,0.00006630251,0.0004525722,0.0001847559],"domain_scores_gemma":[0.9980118,0.0007106773,0.0003844401,0.0005816019,0.0002635164,0.00004791107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003617754,0.00097282,0.1475375,0.00005631365,0.0003330664,7.053534e-7,0.6207612,0.00003654746,0.0008720166,0.1805014,0.00212272,0.04676959],"study_design_scores_gemma":[0.0009274707,0.0001572113,0.1664358,0.000119952,0.00004359679,0.000003122171,0.6466342,0.0001377317,0.00005174147,0.00385061,0.1815184,0.0001202827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100221,0.004710701,8.175501e-7,0.05821249,0.0002389227,0.0002613648,6.392677e-7,0.000007268341,0.02654572],"genre_scores_gemma":[0.9930552,0.006447798,0.00001573763,0.0002076195,0.00006901896,0.000007715797,4.996681e-8,0.000004864325,0.0001919888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1793957,"threshold_uncertainty_score":0.9973979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09934217393511893,"score_gpt":0.3380010837939785,"score_spread":0.2386589098588595,"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."}}