{"id":"W4399040412","doi":"10.29173/mlj1034","title":"Parliamentary Reform","year":2007,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Law and economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000990717,0.00004872872,0.00007443411,0.00002640448,0.001346914,0.00006362428,0.000151484,0.00004461687,0.0008556714],"category_scores_gemma":[0.000009311985,0.00004211533,0.00006342834,0.00002730682,0.0002157033,0.0001925305,0.00001263608,0.0001618946,0.0003184645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642262,"about_ca_system_score_gemma":0.00003614591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1060461,"about_ca_topic_score_gemma":0.5224762,"domain_scores_codex":[0.99923,0.00002377658,0.0001679262,0.00005250789,0.000138707,0.0003871259],"domain_scores_gemma":[0.9995503,0.0000237017,0.00004291418,0.00004905723,0.00002198347,0.0003120177],"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":[0.00003511247,0.00007258549,0.001614084,0.000003121605,0.00002514072,0.0001226364,0.003544391,4.004104e-7,0.00002073559,0.8168148,0.008657266,0.1690897],"study_design_scores_gemma":[0.0001268266,0.00002280525,0.001300905,0.000005434775,0.000005017578,0.0000279623,0.06857964,3.966267e-7,0.00002753522,0.02308355,0.9067484,0.00007158701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3642038,0.00008648406,0.00005909069,0.001052428,0.0009736796,0.00002135477,8.359485e-7,0.00001822885,0.6335841],"genre_scores_gemma":[0.9952404,0.0000430014,0.0001449911,0.001739766,0.002200919,3.241964e-7,4.720933e-7,0.000004102913,0.0006260529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8980911,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941386321993511,"score_gpt":0.2790627356806618,"score_spread":0.2496488724607267,"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."}}