{"id":"W1986447286","doi":"10.1155/2014/204583","title":"Neighborhood Social Capital, Neighborhood Disadvantage, and Change of Neighborhood as Predictors of School Readiness","year":2014,"lang":"en","type":"article","venue":"Urban Studies Research","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Toronto","funders":"","keywords":"Disadvantaged; Collective efficacy; Social capital; Odds; Psychology; Fragile Families and Child Wellbeing Study; Demographic economics; Disadvantage; Social mobility; Educational attainment; Human capital; Demography; Developmental psychology; Social psychology; Sociology; Economics; Logistic regression; Economic growth; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003324239,0.0004625161,0.001264825,0.0006636382,0.002045851,0.0001034326,0.0007750458,0.0003114603,0.0001972728],"category_scores_gemma":[0.006320358,0.0004106759,0.0002324325,0.001824336,0.003587348,0.0006900525,0.0007694237,0.0006396465,0.00005287701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385638,"about_ca_system_score_gemma":0.0003392152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846394,"about_ca_topic_score_gemma":0.001024105,"domain_scores_codex":[0.9929484,0.001394466,0.0009866874,0.0008497985,0.002494374,0.001326298],"domain_scores_gemma":[0.9937556,0.00249156,0.0004501464,0.0005558507,0.002302999,0.0004437765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002187773,0.0004873078,0.5808682,0.0004732787,0.0009642071,0.000007888302,0.1987239,5.151647e-7,0.0002762865,0.1899517,0.02286227,0.00516569],"study_design_scores_gemma":[0.00613375,0.003159046,0.4518605,0.0006504821,0.0005424545,0.000006901866,0.4001137,0.0001457424,0.0007813963,0.05828686,0.07636491,0.001954295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7499583,0.03220377,0.0001739003,0.009105866,0.001878378,0.003492491,0.0002857698,0.0003545397,0.202547],"genre_scores_gemma":[0.9873849,0.007062809,0.00003828591,0.0001359518,0.002090847,0.0002484481,0.00001396625,0.0000618431,0.00296297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374266,"threshold_uncertainty_score":0.9998345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647355563248466,"score_gpt":0.4382192679012904,"score_spread":0.2734837115764438,"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."}}