{"id":"W2047757568","doi":"10.5539/jedp.v3n2p175","title":"Preparing for Adulthood: A Recent Examination of the Alignment of Rural Youth’s Future Educational and Vocational Aspirations","year":2013,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Education Sciences; U.S. Department of Education","keywords":"Vocational education; Rural area; Sample (material); Psychology; Developmental psychology; Demographic economics; Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005280448,0.00006914064,0.0001305756,0.00009581516,0.0002407458,0.00002176892,0.0001268398,0.00006392534,0.0004509512],"category_scores_gemma":[0.0002258472,0.00005426462,0.00004215035,0.0001398021,0.0001937803,0.0001930903,0.0000173869,0.00006123548,0.000002698084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007165999,"about_ca_system_score_gemma":0.0009915658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231467,"about_ca_topic_score_gemma":0.00008686649,"domain_scores_codex":[0.9989889,0.0001078371,0.000479156,0.00008200173,0.0002395455,0.0001025426],"domain_scores_gemma":[0.9984341,0.0002554296,0.0005330345,0.00005490942,0.0006390887,0.00008348929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005922592,0.001089503,0.2683469,0.0001262108,0.0002341896,1.497303e-8,0.3744069,0.000005323359,0.003310516,0.2054959,0.06067415,0.08625115],"study_design_scores_gemma":[0.0003408956,0.00004734898,0.9089203,0.00005589657,0.00001573944,0.00001928814,0.06432538,7.121661e-7,0.00004521021,0.01218209,0.0139817,0.00006545199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943099,0.0005829423,0.00004397027,0.04916274,0.001335671,0.0003684094,0.00001654118,0.00000108525,0.005389704],"genre_scores_gemma":[0.9940987,0.0002735552,0.003866657,0.0004367458,0.0007636881,0.00003637247,0.00001746869,0.000004345983,0.0005024306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6405734,"threshold_uncertainty_score":0.4937599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143061830901892,"score_gpt":0.3724341847458412,"score_spread":0.3210035664368223,"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."}}