{"id":"W162042632","doi":"","title":"Amalgamation Perspectives: Citizen Responses to Municipal Consolidation","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Regional Science","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local government; Public administration; Government (linguistics); Municipal services; Nova scotia; Context (archaeology); Politics; Population; Recreation; Political science; Business; Public relations; Geography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008094266,0.0002846343,0.0003533291,0.001273106,0.004078399,0.003484376,0.0005667987,0.001501975,0.001698606],"category_scores_gemma":[0.02106109,0.0003469093,0.0002922291,0.001912642,0.002789027,0.00213789,0.004696504,0.001881106,0.0001931395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680531,"about_ca_system_score_gemma":0.001982147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884856,"about_ca_topic_score_gemma":0.02418662,"domain_scores_codex":[0.9892386,0.007524807,0.0004668856,0.0003808983,0.001009038,0.001379678],"domain_scores_gemma":[0.9854172,0.007511299,0.003178763,0.0007171834,0.001928969,0.00124666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001197447,0.00006712714,0.07506523,0.00009398043,0.00001451546,0.0006438587,0.905095,0.0001190771,0.001050763,0.001711535,0.001743848,0.01427539],"study_design_scores_gemma":[0.000005598516,0.00009955248,0.03240255,0.00004951577,0.000003613874,0.00009865612,0.9574327,0.0001555786,0.0001895604,0.0002685754,0.009276317,0.00001768164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950577,0.000076446,0.0002534594,0.001147403,0.00001753121,0.00004464016,0.00003772816,0.000004603333,0.003360434],"genre_scores_gemma":[0.9982086,0.0001511268,0.0002240347,0.0003338298,0.00001513557,0.00006723419,0.00005739121,0.000004442009,0.0009381791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9811515,"threshold_uncertainty_score":0.0428071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122085126439363,"score_gpt":0.2484280185849498,"score_spread":0.2172071673205562,"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."}}