{"id":"W4362006165","doi":"10.7758/rsf.2023.9.1.02","title":"Racial Diversity and Segregation: Comparing Principal Cities, Inner-Ring Suburbs, Outlying Suburbs, and the Suburban Fringe","year":2023,"lang":"en","type":"article","venue":"RSF The Russell Sage Foundation Journal of the Social Sciences","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Child Health and Human Development; National Institute of Food and Agriculture; Pennsylvania State University; Russian Science Foundation; University of Pennsylvania; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Agriculture","keywords":"Suburbanization; Metropolitan area; Census; Geography; Inner city; Diversity (politics); Racial composition; Race (biology); Economic geography; Demography; Socioeconomics; Political science; Population; Sociology; Archaeology","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":[0.0009661659,0.0002287349,0.0003158097,0.002192253,0.0008571306,0.001049312,0.00041097,0.0003007479,0.0009845486],"category_scores_gemma":[0.003603865,0.0001365183,0.0004179219,0.002524586,0.0007747868,0.0009976545,0.001681039,0.0004163627,0.0001560677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969021,"about_ca_system_score_gemma":0.0008575598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04315497,"about_ca_topic_score_gemma":0.09252564,"domain_scores_codex":[0.9992027,0.0003355728,0.00004457167,0.0001133396,0.0001538567,0.000149947],"domain_scores_gemma":[0.9984404,0.0002469058,0.0005583083,0.00009002212,0.0002460731,0.000418333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005744416,0.00003538216,0.9951708,0.000009291144,0.00005876722,0.00001664171,0.001172352,0.0000661329,0.00004339459,0.0003875935,0.0002260185,0.002756222],"study_design_scores_gemma":[0.000002363544,0.00003922371,0.9968604,0.00001290426,0.00002085159,0.00002531601,0.002162073,0.0003047633,0.00003248,0.00009069809,0.000446665,0.000002178273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981772,0.000397332,0.00006698861,0.00008971893,0.000008581594,0.00000389323,0.0001458618,0.000001504393,0.001108856],"genre_scores_gemma":[0.9993364,0.0001600583,0.00006224038,0.00001486692,0.00001151517,0.000004658693,0.0002823408,0.000001865317,0.000126032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04315497,"threshold_uncertainty_score":0.08580756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081310225109138,"score_gpt":0.3196587317724501,"score_spread":0.2383485066633121,"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."}}