{"id":"W2612187090","doi":"10.1111/capa.12211","title":"A sizeable effect? Municipal council size and the cost of local government in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Argument (complex analysis); Democracy; Government (linguistics); Local government; Public economics; Political science; Public administration; Quality (philosophy); Economics; Accounting; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007646946,0.00009106401,0.0002552461,0.00002133473,0.0002042744,0.0001294863,0.000260017,0.000056699,0.00008720827],"category_scores_gemma":[0.0007562246,0.00008859849,0.00002756001,0.00003591012,0.0002128963,0.000221821,0.00002699418,0.0001034854,0.000008235305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462039,"about_ca_system_score_gemma":0.002417862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9774062,"about_ca_topic_score_gemma":0.9996955,"domain_scores_codex":[0.9991305,0.00001740653,0.0003509282,0.0001791482,0.00005258588,0.0002694392],"domain_scores_gemma":[0.9990043,0.0001561415,0.0002628224,0.0003544187,0.00001601885,0.0002062972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006975987,0.000009543103,0.1349263,0.00003122753,0.00002790295,0.000009281251,0.0001181329,0.000006214701,5.635763e-7,0.8611547,0.001752647,0.001893699],"study_design_scores_gemma":[0.007312581,0.0002706063,0.6390038,0.00003541746,0.00001403823,0.00002244232,0.0009169496,0.02306192,0.00009940031,0.02864205,0.3000226,0.0005982882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8384215,0.000174901,0.0000281825,0.02205651,0.0002464209,0.0003833832,0.0004721638,0.000002522742,0.1382145],"genre_scores_gemma":[0.9991539,0.00001039202,0.000006114802,0.0004655829,0.00003813173,0.00003709665,0.000003972227,0.000007046546,0.0002778168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8325127,"threshold_uncertainty_score":0.6438147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527523640778391,"score_gpt":0.199775151197022,"score_spread":0.1644999147892381,"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."}}