{"id":"W2073883360","doi":"10.1080/03050710701747328","title":"Change of Political Allegiance in Parliamentary Life","year":2007,"lang":"en","type":"article","venue":"Commonwealth Law Bulletin","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library of Parliament","funders":"","keywords":"Allegiance; Parliament; House of Commons; Politics; Law; Constitution; Political science; Conscience; Parliamentary sovereignty; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009539616,0.00007198324,0.0001882251,0.00003421052,0.0002816199,0.00000662228,0.0001710738,0.00006325935,0.0002759856],"category_scores_gemma":[0.0001214993,0.00007249958,0.00003909762,0.0001499357,0.0008918106,0.00003103079,0.00006198026,0.0001250431,0.00007022874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133653,"about_ca_system_score_gemma":0.00009792484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2551026,"about_ca_topic_score_gemma":0.1077546,"domain_scores_codex":[0.99872,0.00009902824,0.0002791061,0.0001286092,0.0002779101,0.0004952755],"domain_scores_gemma":[0.9993504,0.0002453159,0.00006260841,0.00008501314,0.00005054427,0.0002060945],"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":[0.00003058668,0.00008583815,0.02424627,0.000008629782,0.000004806015,0.000008938287,0.001193428,1.336081e-7,0.000001315042,0.9708027,0.002155272,0.00146208],"study_design_scores_gemma":[0.0002654572,0.00003885029,0.08399222,0.00006539031,0.00000405754,2.981771e-7,0.005808584,3.2089e-7,0.00001506393,0.01115332,0.8985489,0.0001075506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1588284,0.004772253,0.00006943652,0.1255596,0.0006179484,0.0005767157,0.0000218738,0.00006877493,0.709485],"genre_scores_gemma":[0.9885663,0.0002284381,0.0001400596,0.01059718,0.0004096683,0.00001516702,0.000002107912,0.000003790392,0.00003722435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9596494,"threshold_uncertainty_score":0.9085266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683611379097948,"score_gpt":0.3400177201564915,"score_spread":0.2716565822466967,"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."}}