{"id":"W2081749993","doi":"10.1111/j.1746-1561.2009.00385.x","title":"Social Environments and Physical Aggression Among 21,107 Students in the United States and Canada","year":2009,"lang":"en","type":"article","venue":"Journal of School Health","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre; Kingston General Hospital","funders":"National Institutes of Health","keywords":"Aggression; Socioeconomic status; Demography; Odds; Psychology; Poison control; Injury prevention; Suicide prevention; Odds ratio; Social environment; Human factors and ergonomics; Occupational safety and health; Peer group; Environmental health; Medicine; Developmental psychology; Population; Logistic regression; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000478346,0.00008769326,0.0001783893,0.0000907475,0.0002145934,0.0000324616,0.0001235074,0.00004279395,0.0000194055],"category_scores_gemma":[0.00001885713,0.00005600932,0.00001607501,0.0001044406,0.00003575538,0.0000901236,0.00001554682,0.0003667648,6.73196e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060409,"about_ca_system_score_gemma":0.0001074902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04488811,"about_ca_topic_score_gemma":0.01103834,"domain_scores_codex":[0.9987368,0.000312107,0.000295435,0.0000998639,0.000368089,0.0001877256],"domain_scores_gemma":[0.9993007,0.00005446187,0.0004163532,0.00006025312,0.00001707366,0.0001511587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001636678,0.0003051777,0.9517534,0.00001312627,0.00002156508,0.00007184903,0.01101877,0.0000445284,0.00002339084,0.00003877388,0.02738797,0.00915776],"study_design_scores_gemma":[0.001136653,0.0002449993,0.9940101,0.0001883114,0.000007579311,0.00002290563,0.002642819,0.00005429111,0.000002843883,0.0002302745,0.001406016,0.00005319119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952051,0.0006428915,0.00002558571,0.003891415,0.0001009158,0.0001071866,0.000002426131,0.000001898073,0.00002255369],"genre_scores_gemma":[0.9955409,0.001311641,0.00002051374,0.00286898,0.0002056363,9.009072e-7,0.000004712393,0.000005494999,0.0000412544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04225669,"threshold_uncertainty_score":0.9614721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185801161304928,"score_gpt":0.3459367213600442,"score_spread":0.3273566052295513,"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."}}