{"id":"W4413485820","doi":"10.64628/aap.aun7v7fdy","title":"Réduire la taille des conseils municipaux au Québec : une solution partielle à une crise globale ?","year":2025,"lang":"fr","type":"article","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003772142,0.0005700062,0.0006669076,0.002206421,0.004401916,0.00595771,0.001929744,0.001940559,0.006822239],"category_scores_gemma":[0.009619832,0.0003343647,0.0004451238,0.003443045,0.002398972,0.002284572,0.002091592,0.001838485,0.0004781728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05241112,"about_ca_system_score_gemma":0.08484212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.967057,"about_ca_topic_score_gemma":0.9857751,"domain_scores_codex":[0.9977075,0.0005686107,0.00005975626,0.0003117581,0.0004823431,0.0008700785],"domain_scores_gemma":[0.9935485,0.000982515,0.0005205456,0.0003694195,0.003364377,0.001214685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002877487,0.0002615839,0.3140202,0.0008976727,0.0005605815,0.001369124,0.01221999,0.04554364,0.004479811,0.1650317,0.05648217,0.3988457],"study_design_scores_gemma":[0.0001175648,0.0003487244,0.5667782,0.002030435,0.0005041055,0.0004272714,0.05148808,0.04895851,0.003074058,0.03158159,0.2943996,0.0002917923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7180317,0.01206432,0.02851701,0.1142384,0.000632051,0.0004603873,0.002576837,0.0006475326,0.1228317],"genre_scores_gemma":[0.9515359,0.002179605,0.009698169,0.001882287,0.0000650139,0.0000998139,0.0002912374,0.00008863013,0.03415945],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05241112,"threshold_uncertainty_score":0.380271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664455412200913,"score_gpt":0.3427569134799198,"score_spread":0.3061123593579107,"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."}}