{"id":"W2149487213","doi":"10.1002/cad.20007","title":"Vulnerable yet agentic: Independent child migrants and opportunity structures","year":2012,"lang":"en","type":"article","venue":"New Directions for Child and Adolescent Development","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Agency (philosophy); Vulnerability (computing); Isolation (microbiology); Psychology; Developmental psychology; Social psychology; Sociology; Social science; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004321031,0.0001413794,0.0001376541,0.00009580573,0.001957726,0.0001103306,0.00007146475,0.00008894705,0.0001313254],"category_scores_gemma":[0.0001043802,0.0001298445,0.00003693668,0.0001404095,0.00006989875,0.0001925354,0.000035146,0.0001773278,0.000003040284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000725244,"about_ca_system_score_gemma":0.0001574831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187715,"about_ca_topic_score_gemma":0.004070054,"domain_scores_codex":[0.9989568,0.00007090343,0.0001995804,0.000201946,0.0002188071,0.0003519401],"domain_scores_gemma":[0.9992625,0.00002588643,0.00006870519,0.00008385313,0.00004700447,0.0005121094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001205578,0.001207641,0.1449339,0.0003092054,0.0003343007,0.000002072624,0.1225708,0.00002282471,0.0001126253,0.08959407,0.08961493,0.5511771],"study_design_scores_gemma":[0.0004201145,0.000008286012,0.1464231,0.0000712621,0.00002272608,0.000006413161,0.002241206,0.00001621437,0.0001549159,0.000249528,0.8501906,0.0001956761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096608,0.008121166,0.004414375,0.01407586,0.004780416,0.002936331,0.0001046887,0.0005147037,0.05539173],"genre_scores_gemma":[0.9887152,0.001788409,0.001576136,0.001157817,0.000344371,0.00001952368,0.00004231865,0.00001401201,0.006342269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7605757,"threshold_uncertainty_score":0.9993416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643021722220955,"score_gpt":0.2844938997678454,"score_spread":0.2580636825456358,"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."}}