{"id":"W2475427183","doi":"10.1002/9781118295861.ch6","title":"Sprawling Sofia","year":2014,"lang":"en","type":"other","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; York University; National Endowment for the Humanities","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004247712,0.001071608,0.0004010912,0.002356327,0.001759973,0.002227159,0.0006193249,0.0006717463,0.3202113],"category_scores_gemma":[0.001118509,0.0002902322,0.0005434904,0.001916816,0.0004494754,0.0008790256,0.002577118,0.0009864762,0.1393605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114839,"about_ca_system_score_gemma":0.003444305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558382,"about_ca_topic_score_gemma":0.04206921,"domain_scores_codex":[0.9996939,0.00002461165,0.00001757254,0.00006894903,0.00009623564,0.00009876258],"domain_scores_gemma":[0.9995365,0.0000389082,0.00003022776,0.00006742399,0.000139399,0.000187552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001776375,0.0001158288,0.00328014,0.0003261419,0.00002656115,0.0004579629,0.0002213232,0.0006525675,0.000683384,0.008640249,0.5935127,0.3919054],"study_design_scores_gemma":[0.00001900611,0.00003853096,0.009964307,0.000180137,0.000009087165,0.0002604969,0.0002106822,0.0002414097,0.0004436547,0.001574991,0.9870505,0.000007123203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0110373,0.003324444,0.001309513,0.001271487,0.001484363,0.000190868,0.01194441,0.001403263,0.9680343],"genre_scores_gemma":[0.0166421,0.001807511,0.001288401,0.0001870248,0.0001195138,0.0001055336,0.005603876,0.0006368397,0.9736092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3202113,"threshold_uncertainty_score":0.9696361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173891915476553,"score_gpt":0.2963004726858631,"score_spread":0.2789112811382078,"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."}}