{"id":"W4312908577","doi":"10.54313/journalmp.v2i.72","title":"Lim Kit Siang dan Reformasi Parlimen Malaysia","year":2022,"lang":"en","type":"article","venue":"Journal of the Malaysian Parliament","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Parliament; Political science; Democracy; Law; Government (linguistics); Institution; Politics; Public administration; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009285595,0.0003541082,0.0001727013,0.0004054213,0.002400049,0.003283771,0.0003292873,0.0007375543,0.0198274],"category_scores_gemma":[0.0009405549,0.0002646415,0.0001933977,0.0004627888,0.0007936633,0.001595522,0.001644042,0.001653278,0.005280127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510503,"about_ca_system_score_gemma":0.00551005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690177,"about_ca_topic_score_gemma":0.01105589,"domain_scores_codex":[0.9994364,0.0001541922,0.00004098393,0.00008864806,0.0001503144,0.0001293742],"domain_scores_gemma":[0.9995149,0.00005562097,0.00009356945,0.00003860549,0.0001143895,0.0001828604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003951817,0.0003390651,0.03299144,0.001507848,0.00006694523,0.00265114,0.02389198,0.001262405,0.01539696,0.3357301,0.1184557,0.4673113],"study_design_scores_gemma":[0.00001319896,0.0001241673,0.01610678,0.0002710957,0.0000158458,0.0008008649,0.004944426,0.0005189486,0.003653367,0.003419798,0.9701051,0.00002645521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2514849,0.01389272,0.0058943,0.02859655,0.00183588,0.000375365,0.0005707542,0.0005423907,0.6968073],"genre_scores_gemma":[0.5938035,0.005490005,0.003808053,0.00183594,0.0001264947,0.0001207163,0.0002946895,0.00007018587,0.3944505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0198274,"threshold_uncertainty_score":0.06632924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095657897190662,"score_gpt":0.2909062634245166,"score_spread":0.26994968445261,"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."}}