{"id":"W4399103025","doi":"10.1080/1369118x.2024.2353783","title":"Platform paradoxes and public service media legitimacy: a cross-national study","year":2024,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Norges Forskningsråd","keywords":"Legitimacy; Public service; Political science; Service (business); Public relations; Sociology; Public administration; Business; Politics; Law; Marketing","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":[0.01042216,0.0001468478,0.0004206313,0.003975803,0.004401575,0.007464687,0.0007005339,0.0009363113,0.002461468],"category_scores_gemma":[0.02655514,0.000317001,0.0002210338,0.004301203,0.006503801,0.007270166,0.006050291,0.001760786,0.0002025206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005833323,"about_ca_system_score_gemma":0.005474958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05366299,"about_ca_topic_score_gemma":0.07935209,"domain_scores_codex":[0.9955889,0.001789018,0.0002692638,0.0004893756,0.001099652,0.0007638297],"domain_scores_gemma":[0.9622891,0.02079744,0.007080812,0.002450279,0.005624572,0.00175787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001229717,0.0003596655,0.3013554,0.0001824423,0.0000737049,0.0007840648,0.6492228,0.0001453657,0.0009167377,0.01645783,0.001159983,0.02921904],"study_design_scores_gemma":[0.000006875099,0.0000679082,0.2501927,0.0001345071,0.00002976168,0.0001884323,0.7366026,0.0004713795,0.0003842458,0.001373439,0.01051867,0.00002947825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945031,0.0001090722,0.0001192368,0.0003388439,0.000008110539,0.0000129741,0.00002210444,0.000002186704,0.004884462],"genre_scores_gemma":[0.9993408,0.00009309062,0.00008139596,0.00005840643,0.000005841921,0.00001180623,0.00001648589,0.000004292152,0.000387782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05366299,"threshold_uncertainty_score":0.1067013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07909671900665864,"score_gpt":0.3683829203093373,"score_spread":0.2892862013026787,"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."}}