{"id":"W4381330485","doi":"10.54313/journalmp.v3i.96","title":"Sistem Jawatankuasa Pilihan Khas di Dewan Rakyat, Parlimen Malaysia: Penilaian Kritikal terhadap Instrumen Semak dan Imbang Legislatif","year":2023,"lang":"en","type":"article","venue":"Journal of the Malaysian Parliament","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"NIH Office of the Director","keywords":"Parliament; Legislature; Accountability; Government (linguistics); Public administration; Corporate governance; Political science; Function (biology); Value (mathematics); Law; Public relations; Management; Politics; Computer science; Economics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001772207,0.0003763381,0.000651378,0.0001406699,0.001922759,0.0006280389,0.001160676,0.0001418067,0.00009026875],"category_scores_gemma":[0.0002746306,0.0002520635,0.0005405787,0.0007166329,0.000548772,0.0005401109,0.0002900382,0.0005161294,0.00004550847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004257624,"about_ca_system_score_gemma":0.0003719757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003131047,"about_ca_topic_score_gemma":0.0006087078,"domain_scores_codex":[0.9957851,0.0006141805,0.001025903,0.0003561648,0.001335854,0.0008828435],"domain_scores_gemma":[0.9978546,0.000203896,0.000834651,0.0004494704,0.0002912145,0.0003661791],"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":[0.0006006871,0.001018197,0.4196536,0.0004152101,0.003084389,0.001447268,0.3750207,0.00235435,0.00186837,0.02699349,0.1498288,0.01771493],"study_design_scores_gemma":[0.001874824,0.000480551,0.05575356,0.0007533673,0.0004534308,0.0001104177,0.08598994,0.0005782002,0.0005622386,0.001625733,0.8509823,0.0008354267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264797,0.0005377646,0.00001579762,0.02234648,0.003318326,0.0006680243,0.00002533448,0.0001193146,0.04648926],"genre_scores_gemma":[0.9831197,0.0002187738,0.0003222039,0.0003402932,0.001989206,0.00001856634,0.000006173222,0.00003720445,0.01394791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7011535,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429499436053485,"score_gpt":0.2819538371055667,"score_spread":0.2576588427450318,"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."}}