{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001458471,0.0001070107,0.0002043556,0.00008940648,0.001144199,0.00007360621,0.0007780215,0.00002675359,0.0008705371],"category_scores_gemma":[0.00009111676,0.0000750328,0.0002326682,0.0003447817,0.0001446467,0.0001571977,0.0002491449,0.0003594612,0.00001713962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006977595,"about_ca_system_score_gemma":0.0003000095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231672,"about_ca_topic_score_gemma":0.00003640918,"domain_scores_codex":[0.9978718,0.0004417999,0.0004309534,0.0001080093,0.0008424014,0.0003050895],"domain_scores_gemma":[0.9989446,0.00005851582,0.0005697579,0.000227021,0.00009310601,0.0001069966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002408784,0.001525546,0.1918774,0.00004752508,0.000837393,0.00006998082,0.3170676,0.005164576,0.001364235,0.05518958,0.3923208,0.03429441],"study_design_scores_gemma":[0.0004201785,0.0001665832,0.02016982,0.00003346609,0.00007231136,0.00003773712,0.1514695,0.00003174301,0.0002003938,0.00138249,0.8258535,0.000162238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861557,0.0004523147,0.00001530394,0.07240476,0.00361251,0.0002410471,0.0000038515,0.00001734263,0.06169584],"genre_scores_gemma":[0.9874088,0.0001662087,0.0001550857,0.001382623,0.0006065951,0.00001787193,4.355164e-7,0.00001144224,0.01025099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4335327,"threshold_uncertainty_score":0.953177,"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."}}