{"id":"W2111061202","doi":"10.5539/ass.v7n2p3","title":"Democratization of Information in Malaysia: A Response to Globalization","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Asian Studies and History","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democratization; Globalization; Deregulation; The Internet; Liberalization; Commercialization; Business; Politics; Censorship; Information technology; Internet access; Public relations; Marketing; Political science; Democracy; Economics; Market economy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140009,0.00004757853,0.0000877643,0.0002061653,0.000588384,0.0000235719,0.0002482704,0.00004815511,0.00004951111],"category_scores_gemma":[0.0004967848,0.00005270788,0.00002071189,0.0019294,0.0005973976,0.0007759141,0.00004687968,0.00003491802,0.00002954059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436753,"about_ca_system_score_gemma":0.000375602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000979551,"about_ca_topic_score_gemma":0.0007329969,"domain_scores_codex":[0.9989427,0.0001086676,0.0001984899,0.000104701,0.0004211065,0.0002242764],"domain_scores_gemma":[0.999567,0.00001199303,0.0001072539,0.00006378593,0.0001800887,0.00006988962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001526773,0.00004170929,0.008285405,0.000005264809,0.000001941966,9.323514e-7,0.437276,0.000002267525,0.000258618,0.411136,0.0006189365,0.1422202],"study_design_scores_gemma":[0.0002106894,0.00006210123,0.8493568,0.00002507794,0.000004659539,1.861479e-7,0.1255659,0.00001580527,0.0001202212,0.005052896,0.01943141,0.0001542454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06203857,0.000007822935,0.00346247,0.0009475816,0.0001882416,0.0002571885,0.00000322774,0.00002847199,0.9330664],"genre_scores_gemma":[0.9988812,0.000005245626,0.0009164344,0.00009553284,0.00003369296,0.000008420514,5.698175e-7,0.000001832666,0.00005704603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9368427,"threshold_uncertainty_score":0.4525433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157841053406246,"score_gpt":0.2791025950825018,"score_spread":0.2633184897418772,"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."}}