{"id":"W2092034979","doi":"10.5539/ass.v8n5p107","title":"The Media and Public Agenda among the Malay and Chinese Communities during the 2008 Malaysian General Elections","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malay; Newspaper; Ethnic group; Political science; Public opinion; Media studies; Sociology; Politics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002432201,0.00007912765,0.00007165581,0.00002587636,0.01921283,0.0004899483,0.0007614021,0.00003379144,0.00001562819],"category_scores_gemma":[0.0003249976,0.00003927316,0.00002732803,0.0006951913,0.006078072,0.0005537063,0.000375179,0.0002408005,0.000002163092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000567534,"about_ca_system_score_gemma":0.00009431122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837913,"about_ca_topic_score_gemma":0.03555552,"domain_scores_codex":[0.9984247,0.0005103374,0.0001079174,0.00008418975,0.0003922487,0.0004805698],"domain_scores_gemma":[0.9991496,0.0003678438,0.00007892253,0.0002321125,0.00007130548,0.0001001792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000002191395,0.00001993963,0.317907,0.000001870754,0.00001466688,1.236056e-7,0.4015321,7.403349e-8,0.00006092843,0.2497646,0.00053294,0.0301636],"study_design_scores_gemma":[0.00003948745,0.000003007713,0.8509431,0.000001555536,0.000004791026,0.000001444026,0.1322947,0.00001018608,0.000001770463,0.00103159,0.01561321,0.00005511712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8405021,0.0009720206,0.00000417022,0.05519775,0.0002938794,0.0001781839,0.000001987842,0.00002556759,0.1028243],"genre_scores_gemma":[0.9970777,0.001807592,0.00001666259,0.0002628507,0.0004613767,0.00004760946,6.00873e-7,0.00000431372,0.0003212748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5330361,"threshold_uncertainty_score":0.9966268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634707150237465,"score_gpt":0.2980477145284225,"score_spread":0.2717006430260479,"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."}}