{"id":"W4413889975","doi":"10.1016/j.chipro.2025.100230","title":"Youth aging out of care and contact with the criminal justice system: the role of educational transitions in early adulthood","year":2025,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; École Nationale d'Administration Publique","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Criminal justice; Early adulthood; Criminology; Psychology; Economic Justice; Developmental psychology; Political science; Young adult; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004321747,0.00004540224,0.0000657151,0.00004159995,0.0005375259,0.0000383425,0.00004421251,0.000031569,0.000003228908],"category_scores_gemma":[0.0001980177,0.0000290166,0.00001516496,0.0001682934,0.00009965805,0.00020248,0.000006914849,0.0001552286,2.515427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002201353,"about_ca_system_score_gemma":0.00009652252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823776,"about_ca_topic_score_gemma":0.001594663,"domain_scores_codex":[0.9993092,0.0003289214,0.0001004343,0.00009008097,0.000110163,0.00006120783],"domain_scores_gemma":[0.9994208,0.0002700207,0.0001031327,0.00006218323,0.0001278781,0.00001597979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004747448,0.00009152871,0.001273274,0.0005655265,0.00005110123,2.651211e-7,0.804434,0.0000261048,0.0001735162,0.1763941,0.000007972284,0.01650785],"study_design_scores_gemma":[0.000330134,0.0001011163,0.03229846,0.0003595968,0.0004632707,0.000007704496,0.9624245,0.00001825744,0.0001171992,0.0001091017,0.003718368,0.00005224182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7635783,0.00472568,0.001200473,0.08658017,0.0002735263,0.001729995,0.00003183366,0.00002523063,0.1418548],"genre_scores_gemma":[0.9996247,0.0000921065,0.00004291005,0.0001273383,0.00006621199,0.00002021202,0.000001877741,0.000002105615,0.00002259316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360463,"threshold_uncertainty_score":0.4268724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320805936485228,"score_gpt":0.2859316100689744,"score_spread":0.2727235507041221,"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."}}