{"id":"W2183421766","doi":"","title":"The Survival of Malaysia's National Television Within a Changing Mediascape","year":2011,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public broadcasting; Aside; Broadcasting (networking); Competition (biology); Advertising; Telecommunications; Government (linguistics); Commercial broadcasting; Political science; Terrestrial television; Cable television; Business; Media studies; Digital television; Engineering; Sociology; Digital broadcasting; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001540107,0.0002857088,0.0001262747,0.0008130837,0.00303178,0.007952818,0.0005017235,0.0008590926,0.005815519],"category_scores_gemma":[0.002428052,0.0001830343,0.0001729593,0.001226304,0.003968197,0.007859763,0.003204253,0.002538753,0.001084947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005118345,"about_ca_system_score_gemma":0.004324672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02193575,"about_ca_topic_score_gemma":0.02741483,"domain_scores_codex":[0.9987552,0.0003987826,0.00005231273,0.000148011,0.0003586754,0.0002870179],"domain_scores_gemma":[0.9980306,0.0003140842,0.0004690135,0.0001284603,0.0004439959,0.0006138636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002713009,0.0001355942,0.06518023,0.0010816,0.00006759475,0.004314371,0.2262799,0.0007812142,0.006614584,0.2642419,0.05145355,0.3795782],"study_design_scores_gemma":[0.00001070027,0.0002276211,0.08318581,0.001167007,0.00004090112,0.003578956,0.1659031,0.0006566234,0.002891503,0.006600958,0.7355999,0.0001370185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.604904,0.01509544,0.002021362,0.02658406,0.0009601018,0.00004746537,0.0003497633,0.0001249104,0.349913],"genre_scores_gemma":[0.9668,0.004235147,0.0006684441,0.00112662,0.0001759207,0.00001107593,0.0000675293,0.000031378,0.0268838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02193575,"threshold_uncertainty_score":0.04361618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06005788073838495,"score_gpt":0.3097852002816436,"score_spread":0.2497273195432586,"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."}}