{"id":"W4391637644","doi":"10.32920/25193519.v1","title":"Unaccompanied Refugee Youth: Their Migration, Maturity, and Best Interests","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Refugee; Immigration; Competence (human resources); Convention; Political science; Maturity (psychological); Refugee law; Law; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0025567,0.0001472786,0.000305117,0.0007101416,0.004281604,0.004568624,0.0005197773,0.0009172288,0.00329828],"category_scores_gemma":[0.004270186,0.0001648704,0.0002105819,0.0007504019,0.003607319,0.003517081,0.00425435,0.002874787,0.0003921139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173443,"about_ca_system_score_gemma":0.004399259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03486329,"about_ca_topic_score_gemma":0.06201443,"domain_scores_codex":[0.9987691,0.0003784352,0.00005501342,0.00008118649,0.0002045619,0.0005116492],"domain_scores_gemma":[0.9983165,0.0001830708,0.0002601148,0.00004471829,0.0002634081,0.0009322088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004473026,0.0001633689,0.1757647,0.0001674656,0.00001748718,0.003097728,0.6271474,0.00005040096,0.0005566679,0.08356535,0.0288823,0.08054247],"study_design_scores_gemma":[0.000005842618,0.00008099617,0.09095807,0.0005524073,0.00001041126,0.001655679,0.7987654,0.00005971912,0.000194231,0.005567917,0.1021126,0.00003660503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869895,0.01124001,0.0003377933,0.06314418,0.0005428704,0.00005373247,0.0002476842,0.00001413306,0.05452466],"genre_scores_gemma":[0.9850867,0.004789511,0.0002542225,0.002835449,0.00006926773,0.00002941224,0.0000661603,0.0000106294,0.006858732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03486329,"threshold_uncertainty_score":0.06932074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05559822822803196,"score_gpt":0.3530806735025169,"score_spread":0.2974824452744849,"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."}}