{"id":"W2906512533","doi":"10.32920/ryerson.14644023.v1","title":"Newcomer youth: how integration pitfalls may lead to participation In illegal activities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor 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; Criminal justice; Economic Justice; Work (physics); Social integration; Political science; Public relations; Sociology; Business; Engineering; Law","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":[0.002270438,0.0002841336,0.0003730305,0.001146658,0.005917797,0.004676078,0.0007638122,0.0009016533,0.005806946],"category_scores_gemma":[0.005052555,0.0002827365,0.0003201111,0.0007984092,0.003261758,0.003024018,0.005015219,0.001724568,0.0003178098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001802361,"about_ca_system_score_gemma":0.002317353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02489304,"about_ca_topic_score_gemma":0.04918419,"domain_scores_codex":[0.9985414,0.0005713738,0.00005697443,0.0001487518,0.0001955103,0.0004860297],"domain_scores_gemma":[0.9978225,0.0006249613,0.0005798171,0.0001081806,0.0002614226,0.0006031946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005365755,0.0001772489,0.2948649,0.000126934,0.0000308107,0.002535788,0.6649981,0.0000506685,0.0004273392,0.006517431,0.002074701,0.0281425],"study_design_scores_gemma":[0.000004598761,0.00007928345,0.126133,0.0002240452,0.00002320009,0.0009307268,0.8634526,0.0001085738,0.000153632,0.001002599,0.007869149,0.00001869533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943417,0.0004171807,0.0002029225,0.0009694966,0.00002465617,0.00001441706,0.00002868848,0.000006189243,0.003994683],"genre_scores_gemma":[0.998151,0.0004257307,0.0001580082,0.00009986325,0.000008429599,0.0000108018,0.00002148998,0.000006111984,0.001118482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489304,"threshold_uncertainty_score":0.04949629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06353294616298336,"score_gpt":0.3580955604519544,"score_spread":0.294562614288971,"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."}}