{"id":"W4410964505","doi":"10.5772/intechopen.1008903","title":"Balancing Local Autonomy and Regional Objectives in Urban Planning: A Case Study of Winnipeg’s Plan 2050","year":2025,"lang":"en","type":"book-chapter","venue":"Sustainable development","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Plan (archaeology); Environmental planning; Geography; Regional science; Business; Political science; Archaeology; Law","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":[0.001020969,0.0002953609,0.0002229201,0.0004653339,0.008058758,0.00281331,0.001477308,0.001001345,0.002814066],"category_scores_gemma":[0.001629376,0.0002858369,0.0002049192,0.00170579,0.003457742,0.0009517664,0.002602524,0.001010954,0.0001921513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02405027,"about_ca_system_score_gemma":0.01370817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7425706,"about_ca_topic_score_gemma":0.9321652,"domain_scores_codex":[0.9992068,0.0004073559,0.00001222778,0.00004787411,0.0001002498,0.0002253566],"domain_scores_gemma":[0.9995858,0.0001789252,0.00003163491,0.00001690256,0.00004484224,0.0001420144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009097624,0.0002010283,0.01836648,0.0004102007,0.00002453178,0.02137799,0.659686,0.004646308,0.001289694,0.1973535,0.0295875,0.06696565],"study_design_scores_gemma":[0.00001719368,0.00006473756,0.02394238,0.0002245456,0.00002044407,0.001404698,0.7062752,0.00185326,0.0004976999,0.004789192,0.26088,0.00003075581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079907,0.001515237,0.001614993,0.005395694,0.00006738442,0.0002192929,0.0001292626,0.00001682677,0.08305054],"genre_scores_gemma":[0.9754062,0.001100974,0.001870945,0.0004161337,0.000006465933,0.00007948121,0.00006743173,0.00001899235,0.02103342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2574294,"threshold_uncertainty_score":0.5178909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697232269111924,"score_gpt":0.2624133218625972,"score_spread":0.235440999171478,"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."}}