{"id":"W206678092","doi":"10.4324/9780203892183-11","title":"Urban sprawl: new challenges for city-region governance","year":2008,"lang":"en","type":"book-chapter","venue":"UWE Research Repository (UWE Bristol)","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban sprawl; Geography; Quarter (Canadian coin); Corporate governance; Environmental planning; Land use; Environmental protection; Business; Ecology; Archaeology","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":[0.0009514681,0.0002811106,0.000288404,0.0005043775,0.002980788,0.007837629,0.0007058528,0.001417827,0.007759196],"category_scores_gemma":[0.0006944424,0.0001796645,0.0002481056,0.001619377,0.006914275,0.004457513,0.00316468,0.002983993,0.001225717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005835547,"about_ca_system_score_gemma":0.005988746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349179,"about_ca_topic_score_gemma":0.04328046,"domain_scores_codex":[0.9995086,0.000205051,0.00001195509,0.00006417494,0.0001267552,0.00008348219],"domain_scores_gemma":[0.9997739,0.00008008669,0.00001474853,0.00002866635,0.00005145388,0.00005101195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001871016,0.000006299757,0.0001112779,0.00004241322,0.000002081614,0.0000424398,0.005852014,0.0003370176,0.00003647674,0.9246469,0.04771178,0.02120951],"study_design_scores_gemma":[0.000002211279,0.000004878179,0.0003679027,0.0001201781,0.000001970117,0.00004023565,0.006324762,0.0003196989,0.00004241096,0.1858223,0.8069484,0.000004985539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01630574,0.03084826,0.01152274,0.08032874,0.001371207,0.0000437233,0.0001277607,0.0001865783,0.8592654],"genre_scores_gemma":[0.3981061,0.03457964,0.01018321,0.007071708,0.000983568,0.0001712123,0.0002445238,0.0002685492,0.5483915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01349179,"threshold_uncertainty_score":0.04234004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173029931936621,"score_gpt":0.3655199389125633,"score_spread":0.1482169457189013,"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."}}