{"id":"W4238746938","doi":"10.32920/ryerson.14644023","title":"Newcomer youth: how integration pitfalls may lead to participation In illegal activities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Global Political and Social Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Juvenile delinquency; Settlement (finance); Criminology; Economic Justice; Criminal justice; Social integration; Work (physics); Political science; Public relations; Sociology; Business; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266724,0.0001893602,0.0003263453,0.0000999948,0.0001746369,0.000543793,0.0002347986,0.0004330164,0.0001237219],"category_scores_gemma":[0.0007343888,0.0001854273,0.0001375209,0.0002718931,0.0001714801,0.0002553221,0.0002456009,0.0004337362,0.00002218856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176967,"about_ca_system_score_gemma":0.0004066166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0712262,"about_ca_topic_score_gemma":0.2198538,"domain_scores_codex":[0.9979865,0.0004119165,0.0002377436,0.0003687338,0.0004892329,0.0005058987],"domain_scores_gemma":[0.9992952,0.0001075709,0.00006703178,0.0001778323,0.000148402,0.0002039335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002792586,0.0003232677,0.004813011,0.0000487194,0.00004519007,0.0000128381,0.2511426,0.0005001271,0.00008677974,0.7241532,0.0009975093,0.01784889],"study_design_scores_gemma":[0.0005112696,0.0001158825,0.04674868,0.0005565475,0.0001358299,2.343961e-7,0.9028345,0.002500889,0.0003717924,0.03683138,0.00757797,0.001815005],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796028,0.00002029872,0.003215385,0.01422928,0.00124306,0.0004126004,0.00004820801,0.00009052825,0.1011379],"genre_scores_gemma":[0.9889593,0.00004234637,0.0006030567,0.0007440569,0.0003856625,0.00005130724,0.0001066684,0.00001142226,0.009096191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6873218,"threshold_uncertainty_score":0.9349586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06700488797849972,"score_gpt":0.36811178217428,"score_spread":0.3011068941957802,"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."}}