{"id":"W4382539433","doi":"10.1037/dev0001536","title":"Beyond college for all: Portrait of rapid and successful school-to-work transitions among vulnerable youth.","year":2023,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"PsycINFO; Career Pathways; Psychology; Socioeconomic status; School-to-work transition; Work (physics); Career development; Mental health; Positive Youth Development; Portrait; Social psychology; Developmental psychology; Vocational education; Medical education; Sociology; Political science; Pedagogy; Demography; MEDLINE; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000488792,0.0001553355,0.00009653851,0.001442979,0.003073623,0.002293625,0.000723001,0.0007988182,0.005382788],"category_scores_gemma":[0.001135811,0.0001339036,0.0002521855,0.0007502356,0.001905465,0.002018633,0.002139836,0.002511906,0.0003595935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575577,"about_ca_system_score_gemma":0.002180245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799672,"about_ca_topic_score_gemma":0.0559352,"domain_scores_codex":[0.9997812,0.00005646571,0.000006782301,0.00002668345,0.00002344637,0.0001054151],"domain_scores_gemma":[0.999624,0.00005180142,0.00006201764,0.00001982513,0.00003234705,0.0002100983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004081739,0.0002886068,0.3582211,0.0004158207,0.00006892634,0.01090089,0.2625971,0.0006213125,0.002570184,0.1169418,0.0548135,0.1921527],"study_design_scores_gemma":[0.00001829024,0.0001300632,0.605434,0.0004650395,0.00004512188,0.00649577,0.2464323,0.0004081092,0.0005773976,0.02461252,0.115346,0.00003535643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8080333,0.008424413,0.001573178,0.04108192,0.0004061324,0.0000928564,0.001447684,0.0001408911,0.1387996],"genre_scores_gemma":[0.9931165,0.002248832,0.0003844336,0.0007350743,0.00003055452,0.0000292956,0.0002846614,0.000020363,0.003150181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799672,"threshold_uncertainty_score":0.03578395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04266826527646755,"score_gpt":0.3565741376324625,"score_spread":0.3139058723559949,"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."}}