{"id":"W3195569378","doi":"10.32920/ryerson.14645145.v1","title":"Ontario Safe Schools Act and its Effects on Racialized Immigrant Youth: 'School to Prison Pipeline'","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Racialization; Criminalization; Immigration; Criminology; Discipline; School discipline; Prison; Criminal justice; Population; Sociology; Political science; Gender studies; Race (biology); Law; Demography; Pedagogy; Social science","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":[0.0009354781,0.0001865939,0.0003382136,0.001526734,0.007982223,0.001964049,0.000933613,0.0006901862,0.008989243],"category_scores_gemma":[0.004573361,0.0002274173,0.0005473384,0.002326328,0.001951922,0.0007558953,0.002457219,0.001246325,0.000365309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03398318,"about_ca_system_score_gemma":0.0483268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829239,"about_ca_topic_score_gemma":0.9934313,"domain_scores_codex":[0.9982947,0.0002952897,0.00005202195,0.00007497073,0.0005140512,0.0007690162],"domain_scores_gemma":[0.9950477,0.0003663357,0.001384023,0.0001161712,0.00115639,0.001929313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003677577,0.0004373067,0.9253645,0.00009450826,0.00005006612,0.0004471103,0.02881422,0.0001493863,0.0001936986,0.003646448,0.01600506,0.02442989],"study_design_scores_gemma":[0.000009663685,0.00004132752,0.9748322,0.00008620413,0.00001418162,0.00002874854,0.01943515,0.00004322162,0.00003560101,0.00009532441,0.005370135,0.000008146933],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699411,0.0007708903,0.00002232882,0.005891006,0.00004298873,0.00004938624,0.001213765,0.00001080075,0.02205787],"genre_scores_gemma":[0.9919316,0.0008143613,0.00005117569,0.0004800042,0.00001883658,0.00003326758,0.0003535001,0.000007336507,0.006309948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03398318,"threshold_uncertainty_score":0.2465664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168995441513963,"score_gpt":0.33328587385158,"score_spread":0.3015959194364404,"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."}}