{"id":"W2028014556","doi":"10.2747/0272-3638.28.8.809","title":"Book Review Essay—Suburbia Reconsidered:<i>When American Became Suburban</i>. R. Beauregard;<i>Landscapes of Privilege: The Politics of the Aesthetic in an American Suburb</i>. J. Duncan and N. Duncan;<i>Bourgeois Nightmares: Suburbia, 1870-1930</i>. R. Fogelson;<i>Creeping Conformity: How Canada Became Suburban</i>. R. Harris; and<i>Manufacturing Suburbs: Building, Work and Home on the Metropolitan Fringe</i>. R. Lewis, editor.","year":2007,"lang":"en","type":"article","venue":"Urban Geography","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Politics; Sociology; Environmental ethics; Economic history; Political science; History; Law; Philosophy","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001603578,0.001094312,0.001593687,0.0003417513,0.0009747957,0.0001005242,0.001408378,0.0001785803,0.0001249244],"category_scores_gemma":[0.0001431353,0.0007220051,0.0004196017,0.001190591,0.01240187,0.0005015369,0.0007873647,0.001166931,0.000001718563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00085427,"about_ca_system_score_gemma":0.0002213829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1989136,"about_ca_topic_score_gemma":0.1329039,"domain_scores_codex":[0.9932498,0.0006706188,0.001323863,0.001376349,0.001740074,0.001639243],"domain_scores_gemma":[0.994886,0.001079263,0.001579751,0.001657287,0.00006449782,0.0007331476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001468727,0.000210782,0.7997365,0.000239786,0.0001669537,0.00004010336,0.001526832,0.0000268978,0.0001734486,0.000264179,0.1949783,0.002489334],"study_design_scores_gemma":[0.0009392609,0.0008201616,0.4693086,0.001188098,0.0004080496,0.0001167754,0.004539696,0.00003172845,0.001893227,0.0003220678,0.5189487,0.001483626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009954,0.08771119,0.00002150747,0.008651249,0.0004398145,0.001538079,0.0001571815,0.00006911761,0.0004164929],"genre_scores_gemma":[0.9800906,0.008400341,0.000168813,0.01035073,0.0003088803,0.00009430003,0.0000246858,0.0001292513,0.0004323708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3304279,"threshold_uncertainty_score":0.9995231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004461231359230745,"score_gpt":0.1826570593641295,"score_spread":0.1781958280048987,"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."}}