{"id":"W2126310575","doi":"10.1068/a37126","title":"Do Neighbourhoods Influence the Readiness to Learn of Kindergarten Children in Vancouver? A Multilevel Analysis of Neighbourhood Effects","year":2007,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership; University of British Columbia; Statistics Canada; University of Toronto; St. Michael's Hospital; Simon Fraser University","funders":"","keywords":"Neighbourhood (mathematics); Socioeconomic status; Developmental psychology; Population; Psychology; Multilevel model; Cognition; Geography; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007147272,0.000226483,0.000660744,0.0009954993,0.001465829,0.001607711,0.0006485642,0.0004238247,0.002032876],"category_scores_gemma":[0.003415234,0.0003061065,0.0007713822,0.001668542,0.0005662239,0.0003756119,0.00153136,0.0007598693,0.0001714621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003614354,"about_ca_system_score_gemma":0.003637998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8475102,"about_ca_topic_score_gemma":0.9235875,"domain_scores_codex":[0.9990971,0.000196553,0.00004678807,0.0001746352,0.0001722627,0.0003126398],"domain_scores_gemma":[0.9980959,0.0004380821,0.0003657647,0.0001858787,0.0003970504,0.0005173578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005752579,0.00001985249,0.9951101,0.00001240568,0.000155041,0.00006053944,0.0008006559,0.0002494851,0.00009152819,0.0001093435,0.0001314009,0.003202199],"study_design_scores_gemma":[0.00000157612,0.00001710692,0.9977939,0.00001790033,0.00004360979,0.00001637949,0.001442796,0.0003676425,0.00002141047,0.00003551495,0.0002372126,0.000004954309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987831,0.0002447411,0.00007046676,0.00007346598,0.000003034019,0.000004894937,0.0002520808,0.000003171629,0.0005651533],"genre_scores_gemma":[0.9993093,0.0001140313,0.00007601067,0.000007634066,0.000001114764,0.000004217198,0.000198783,0.000002430243,0.0002864955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524898,"threshold_uncertainty_score":0.3067756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030695280516826,"score_gpt":0.2541553159226925,"score_spread":0.2438483631175243,"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."}}