{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006682985,0.0003072507,0.0005946626,0.0004030882,0.0007869923,0.00005208751,0.0001697964,0.0002503196,0.00002736701],"category_scores_gemma":[0.00008465131,0.0003277538,0.00004789766,0.0001589644,0.0004270481,0.0001061152,0.0002507388,0.0003343169,9.533755e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493997,"about_ca_system_score_gemma":0.00289833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234185,"about_ca_topic_score_gemma":0.01299738,"domain_scores_codex":[0.9980042,0.00008089194,0.0004964793,0.000463049,0.0004373194,0.0005180514],"domain_scores_gemma":[0.9991115,0.000203839,0.0002049921,0.0001246056,0.0002481515,0.0001069339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005163344,0.0001869729,0.01008932,0.0003405143,0.0003569931,0.00846596,0.7963278,0.00001841598,4.434147e-8,0.1664308,0.01060104,0.00713052],"study_design_scores_gemma":[0.0005063295,0.00007676544,0.002864453,0.0002277687,0.00002714681,0.000008339347,0.4866726,0.000002424897,3.7719e-7,0.002929052,0.5063719,0.0003128589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04451891,0.009664676,0.00005366244,0.0001794486,0.0002653232,0.001979654,0.000004066676,0.00007709165,0.9432572],"genre_scores_gemma":[0.4358135,0.00008192268,0.0001538759,0.00004750516,0.00009690937,0.00007809303,0.000008498903,0.00001800937,0.5637017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4957708,"threshold_uncertainty_score":0.9999174,"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."}}