{"id":"W2478936010","doi":"","title":"Parliamentary Reform: Where We’ve Been and Where We Might Be Going: Roundtable","year":2016,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Pessimism; Political science; Public administration; Law; Politics; Theology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01625662,0.001120812,0.001400256,0.001979074,0.004963472,0.008687029,0.004366524,0.01621764,0.02187046],"category_scores_gemma":[0.03523232,0.0006603694,0.001730979,0.002035761,0.002531914,0.008667926,0.004636136,0.01309774,0.005653989],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03614587,"about_ca_system_score_gemma":0.09028268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3657456,"about_ca_topic_score_gemma":0.6478596,"domain_scores_codex":[0.9891657,0.002090046,0.0005431364,0.0006654056,0.004323302,0.003212363],"domain_scores_gemma":[0.9734339,0.004757945,0.001259806,0.0008789302,0.01239305,0.007276459],"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":[0.0001706572,0.00004396446,0.0001429617,0.00139989,0.0000585369,0.0001279476,0.0005197265,0.0001549608,0.0003927762,0.02396219,0.9348714,0.03815491],"study_design_scores_gemma":[0.00006464469,0.00004940204,0.002007466,0.002106776,0.00005329259,0.00005136422,0.001009825,0.00005455186,0.0002109818,0.004272513,0.9900534,0.00006587117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002310393,0.2573923,0.0006653386,0.6472877,0.07206459,0.0002931354,0.001688866,0.0002474755,0.01805032],"genre_scores_gemma":[0.08047177,0.22099,0.006093849,0.5644922,0.01886966,0.001053271,0.003483809,0.0003205088,0.104225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9638541,"threshold_uncertainty_score":0.7272335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03614966321403498,"score_gpt":0.2887124475541179,"score_spread":0.2525627843400829,"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."}}