{"id":"W310769393","doi":"","title":"Citizens' Attitudes toward Municipal Amalgamation in Three Ontario Municipalities *","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Regional Science","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local government; Political science; Welfare economics; Opposition (politics); Geography; Humanities; Sociology; Public administration; Economics; Art; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00384359,0.00006986913,0.0001249416,0.000601845,0.0006845039,0.0002987082,0.0007477904,0.00005843626,0.0005305418],"category_scores_gemma":[0.001413784,0.00006674326,0.00005457349,0.0009055143,0.001957813,0.0008040342,0.00001044707,0.0002854553,0.000007945001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165602,"about_ca_system_score_gemma":0.03031482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7108353,"about_ca_topic_score_gemma":0.992958,"domain_scores_codex":[0.9980381,0.0001605065,0.0002808751,0.0001237334,0.0008060686,0.0005906768],"domain_scores_gemma":[0.9983486,0.000124964,0.0001274219,0.0001134034,0.0003547169,0.0009308835],"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":[0.000005385867,0.00001504014,0.1078243,0.00000300236,0.000004618826,0.00006010764,0.03753015,0.0001048135,0.00002728002,0.853533,0.0005425417,0.0003497934],"study_design_scores_gemma":[0.0005900292,0.0001517326,0.5754944,0.0001523134,0.000005863788,0.0001221947,0.02386331,0.000066102,0.00007541174,0.05217445,0.3469966,0.0003075414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345152,0.0001303396,0.00002453857,0.006338077,0.0002146521,0.00007657972,0.000002150674,0.000003100445,0.05869534],"genre_scores_gemma":[0.997241,0.00002079536,0.0002974223,0.0003408414,0.00008242148,0.00000202859,4.044408e-7,0.000002694235,0.00201238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8013586,"threshold_uncertainty_score":0.9751824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518331945423833,"score_gpt":0.3809900134377351,"score_spread":0.2291568188953518,"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."}}