{"id":"W1986842574","doi":"10.1177/1527476402250677","title":"Report on the Conditions of Public Service Broadcasting","year":2003,"lang":"en","type":"article","venue":"Television & New Media","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public broadcasting; Corporation; Commercialism; Public service; Broadcasting (networking); Optimal distinctiveness theory; Contradiction; Service (business); Public relations; Competition (biology); Commercial broadcasting; Political science; Dominance (genetics); Sociology; Advertising; Media studies; Business; Law; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001635024,0.00006262009,0.0001134967,0.00003697993,0.0005515575,0.00002780574,0.0003000163,0.00004623162,0.001058248],"category_scores_gemma":[0.00711504,0.0000435484,0.00004113281,0.0005035971,0.0001235665,0.00007592325,0.00004379563,0.000128811,0.0000696099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002985891,"about_ca_system_score_gemma":0.0002656789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007211068,"about_ca_topic_score_gemma":0.001303734,"domain_scores_codex":[0.9986485,0.0003555534,0.0002437655,0.0001179488,0.0004522356,0.0001819443],"domain_scores_gemma":[0.9975066,0.001556655,0.0001900894,0.0004306141,0.0002018487,0.0001142614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004487952,0.0001241455,0.00488587,0.00001301235,0.00003399263,0.000008266586,0.03109,0.000004853207,0.0003303086,0.8099139,0.08351619,0.07007496],"study_design_scores_gemma":[0.000188521,0.00002385119,0.007256544,0.00007105257,0.00001558808,0.000003739697,0.01873252,0.00001798157,0.0002233382,0.007966489,0.9653952,0.0001051679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5100057,0.0008634301,0.0001886605,0.1020242,0.001003479,0.0005204963,0.000005482819,0.0001146891,0.3852738],"genre_scores_gemma":[0.9976594,0.0004182355,0.000277644,0.0007755744,0.0001841198,0.00001158607,0.000008724747,0.000005886475,0.0006588041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.881879,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271111804330692,"score_gpt":0.3488366676756979,"score_spread":0.2217254872426287,"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."}}