{"id":"W7161939204","doi":"10.82308/18548","title":"Representation at the margins: Partisan politics and public money in Canada","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Representation (politics); Chamber of Deputies; Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001107656,0.0001706564,0.0004676544,0.001214555,0.007636245,0.004643193,0.0007536232,0.0007082374,0.01325291],"category_scores_gemma":[0.004957402,0.0001441877,0.0002524093,0.003227811,0.003163516,0.001116943,0.002333216,0.001046633,0.0003849394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06746265,"about_ca_system_score_gemma":0.0772568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896246,"about_ca_topic_score_gemma":0.9964091,"domain_scores_codex":[0.9981817,0.0002059142,0.0000290112,0.0001191042,0.0006583991,0.0008059239],"domain_scores_gemma":[0.9973375,0.0006875019,0.000312463,0.00007819073,0.0008825396,0.0007017643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004759554,0.0001895584,0.3858379,0.0004023107,0.0001495088,0.0004000027,0.08123996,0.00360731,0.0008969287,0.2949025,0.06981942,0.1620786],"study_design_scores_gemma":[0.0000457035,0.00007702208,0.6839625,0.0004936524,0.0001347192,0.00007978437,0.0895769,0.002853494,0.0008474684,0.01687134,0.2049486,0.0001088503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296993,0.005094036,0.0006155301,0.02442719,0.000127349,0.00006393357,0.001346838,0.00003300708,0.1385929],"genre_scores_gemma":[0.9767321,0.001696875,0.0001272412,0.0005475795,0.0000227288,0.00001197892,0.0001284527,0.00001307742,0.02071997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06746265,"threshold_uncertainty_score":0.4894781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06855459401755769,"score_gpt":0.3465368753696014,"score_spread":0.2779822813520437,"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."}}