{"id":"W3153534343","doi":"10.54729/2789-8547.1139","title":"IMPACT OF URBAN CITY SPRAWL ON THE IDENTITY OF SUBURBS AND RURAL AREAS","year":2021,"lang":"en","type":"article","venue":"Architecture and Planning Journal (APJ)","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Urban sprawl; Rural area; Politics; Geography; Population; Economic growth; Urban planning; Urban climate; Real estate; Environmental planning; Economic geography; Urbanization; Development economics; Business; Political science; Economics; Sociology; Civil engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005952519,0.0002205931,0.0002602601,0.0007320756,0.001788584,0.002806541,0.000437515,0.0003518992,0.007227914],"category_scores_gemma":[0.002553379,0.0001118253,0.0005000019,0.0007694003,0.001581658,0.0009890104,0.003253571,0.0008168953,0.0005645179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516749,"about_ca_system_score_gemma":0.001517104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662994,"about_ca_topic_score_gemma":0.03528268,"domain_scores_codex":[0.9987417,0.000449119,0.00003953662,0.0001049441,0.0003155092,0.0003491856],"domain_scores_gemma":[0.9982544,0.0001898462,0.0004664522,0.0001069111,0.000394932,0.0005873812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004843922,0.0007423286,0.8280931,0.0002291889,0.0002391589,0.002502604,0.04452302,0.001029982,0.001504972,0.01326932,0.006246906,0.101135],"study_design_scores_gemma":[0.00001306594,0.0002150425,0.8697144,0.0001396819,0.00008274498,0.0005608529,0.1063469,0.0006944664,0.0005851307,0.001986206,0.01963018,0.00003131141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789464,0.0003731993,0.0001797447,0.0008705031,0.00004343161,0.00002018394,0.0001094465,0.00001045975,0.01944671],"genre_scores_gemma":[0.9983133,0.0001183398,0.00006786564,0.00003877207,0.000007009352,0.000004236989,0.00004190054,0.000003517844,0.001405141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01662994,"threshold_uncertainty_score":0.03306627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954909978785028,"score_gpt":0.3197694705534785,"score_spread":0.3002203707656282,"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."}}