{"id":"W4211173036","doi":"10.1007/s13132-021-00883-x","title":"Political Control and Parliamentary Committees of Inquiry: Strengthening the Quality of Democracy","year":2022,"lang":"en","type":"article","venue":"Journal of the Knowledge Economy","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library of Parliament","funders":"","keywords":"Parliament; Democracy; Politics; Public administration; Government (linguistics); Work (physics); Entrepreneurship; Political science; Quality (philosophy); Control (management); Political system; Sociology; Public relations; Law; Economics; Management; Engineering","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":[0.002561272,0.00005370253,0.0002574854,0.00004685308,0.0004457463,0.00002557989,0.0004205813,0.0000219418,0.0003969849],"category_scores_gemma":[0.0004539847,0.00003271037,0.0001903371,0.0001274573,0.0006374436,0.000118217,0.00009970434,0.0002140543,6.772352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008174149,"about_ca_system_score_gemma":0.0003642907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002485184,"about_ca_topic_score_gemma":0.0002154702,"domain_scores_codex":[0.9979163,0.001087794,0.0006085691,0.00005440595,0.0001729995,0.000159889],"domain_scores_gemma":[0.9978738,0.001219725,0.0005333865,0.0001208111,0.00013819,0.0001141118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003881635,0.0001921132,0.06273169,0.00001459157,0.0002037082,3.903758e-7,0.008194559,0.00001000995,0.00002098881,0.9250953,0.002165905,0.00133195],"study_design_scores_gemma":[0.002800316,0.0004148951,0.07850666,0.00004584056,0.0005231008,0.00002637184,0.2471856,0.0007132138,0.0003295028,0.2870193,0.3821302,0.0003049988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902591,0.0003804645,0.0001280323,0.05748026,0.0003283134,0.0001075424,0.00002854755,0.000003162925,0.03895269],"genre_scores_gemma":[0.9989092,0.000004215555,0.00003120847,0.0005179652,0.000252496,0.000001900165,3.159894e-7,0.000002477959,0.0002802447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.638076,"threshold_uncertainty_score":0.4346707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965646250033319,"score_gpt":0.3652846399713759,"score_spread":0.3156281774710428,"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."}}