{"id":"W4378386562","doi":"10.5509/2023962253","title":"The Geographic Scope of Opposition Challenges in Malaysia’s Parliament","year":2023,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Asian Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opposition (politics); Parliament; Politics; Reputation; Legislature; Political science; Political economy; Public administration; Law; Sociology","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":[0.001165672,0.0001140287,0.0002018019,0.002119144,0.001459091,0.002127945,0.0002911759,0.0003123287,0.004574101],"category_scores_gemma":[0.006033005,0.0001880079,0.0001224251,0.003045625,0.001177408,0.001512456,0.002122178,0.0005611414,0.0006000538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512912,"about_ca_system_score_gemma":0.001394661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03597073,"about_ca_topic_score_gemma":0.06635995,"domain_scores_codex":[0.998417,0.0006528283,0.0001144252,0.0002106842,0.0002440027,0.0003610504],"domain_scores_gemma":[0.9958686,0.001238107,0.00182527,0.0001808607,0.0004638805,0.0004233706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002648538,0.00006411369,0.785826,0.00040618,0.00004019585,0.001292293,0.1419337,0.0004275524,0.001155413,0.0104946,0.006073451,0.05202174],"study_design_scores_gemma":[0.000003378056,0.00002772769,0.8674616,0.0001415119,0.000008548776,0.000227981,0.1034759,0.0002969895,0.0003255853,0.0004995425,0.02751395,0.00001719082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9826897,0.0004143524,0.0001050066,0.0005234397,0.00001265502,0.0000143123,0.0005241738,0.000007529554,0.01570877],"genre_scores_gemma":[0.9980556,0.0001252331,0.00004680174,0.00003115733,0.000005698417,0.00000998771,0.000182348,0.000004557947,0.001538616],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03597073,"threshold_uncertainty_score":0.07152271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817513230733846,"score_gpt":0.2739075468931363,"score_spread":0.2357324145857979,"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."}}