{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002215226,0.0002762219,0.0003689837,0.001180224,0.00596586,0.004912533,0.0007334317,0.0009309363,0.00634488],"category_scores_gemma":[0.004444744,0.0002725906,0.0003058445,0.0008353725,0.003747847,0.003192914,0.005276264,0.001826504,0.0003448655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862517,"about_ca_system_score_gemma":0.002086774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02382694,"about_ca_topic_score_gemma":0.04757526,"domain_scores_codex":[0.998529,0.0005900383,0.00004961466,0.0001434939,0.000191599,0.0004961881],"domain_scores_gemma":[0.9979869,0.0005520562,0.0005196382,0.0001027787,0.0002369912,0.0006015944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004861641,0.0001529297,0.2393374,0.0001127661,0.00002849998,0.002551749,0.7203923,0.00004895917,0.0004378691,0.007838598,0.002351242,0.02669914],"study_design_scores_gemma":[0.000004589901,0.00006741466,0.1085794,0.0001906596,0.00002047215,0.0009192905,0.8791307,0.0001006431,0.0001466723,0.001146323,0.00967558,0.00001824439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926891,0.000380819,0.0002167173,0.001159158,0.00002708684,0.00001399608,0.00003099914,0.000007351062,0.005474769],"genre_scores_gemma":[0.9980636,0.0003761551,0.0001492767,0.0001144266,0.000009274967,0.00001001262,0.00002211176,0.000007375611,0.001247757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02382694,"threshold_uncertainty_score":0.04737645,"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."}}