{"id":"W1604437843","doi":"10.1111/lsq.12017","title":"Limiting Party Representation: Evidence from a Small Parliamentary Chamber","year":2013,"lang":"en","type":"article","venue":"Legislative Studies Quarterly","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Legislature; Representation (politics); Lower house; Limiting; Politics; Proportional representation; Government (linguistics); Style (visual arts); Political science; Divided government; Public administration; Political economy; Intermediary; Law and economics; Economics; Law; History; Parliament; Finance; Democracy","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":[0.0003487665,0.0001466737,0.0002682774,0.00002999829,0.0005836221,0.0001284421,0.0001031946,0.00006088265,0.0004528752],"category_scores_gemma":[0.0004467992,0.0001255302,0.00007823204,0.0002250852,0.000347712,0.0007844516,0.00002222516,0.000126389,0.0004888428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409358,"about_ca_system_score_gemma":0.00004571991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1793391,"about_ca_topic_score_gemma":0.06236763,"domain_scores_codex":[0.9978724,0.0006336766,0.0003620369,0.0003288244,0.0003328772,0.0004702247],"domain_scores_gemma":[0.9977221,0.001466593,0.000159443,0.0001861586,0.0003205669,0.0001451541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000024917,0.00008452271,0.3044469,0.00003033398,0.0004140719,0.00001517118,0.6313929,0.000006240059,0.0008277496,0.01141886,0.01691551,0.0344228],"study_design_scores_gemma":[0.001060572,0.001384212,0.494865,0.001162035,0.0002090347,0.000001385084,0.3651087,0.0005271162,0.0005174948,0.1121254,0.02174229,0.001296699],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708031,0.001208839,0.0002872825,0.01332718,0.0005222869,0.0006610787,0.000007524091,0.0001048776,0.01307782],"genre_scores_gemma":[0.9961531,0.00004228738,0.0003909895,0.0004104752,0.001117637,0.0002826983,0.000005355791,0.000009698884,0.001587812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662842,"threshold_uncertainty_score":0.9547417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822013266861352,"score_gpt":0.3995604206621409,"score_spread":0.2173590939760057,"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."}}