{"id":"W2477021954","doi":"10.1007/s12186-016-9163-6","title":"Achievement Profiles of Students in High School Vocational Training Programs","year":2016,"lang":"en","type":"article","venue":"Vocations and Learning","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Vocational education; Psychology; Task (project management); Value (mathematics); Persistence (discontinuity); Academic achievement; Training (meteorology); Medical education; Mathematics education; Applied psychology; Pedagogy; Medicine; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0006411238,0.00009377948,0.0001261713,0.0001795751,0.000133784,0.00002424313,0.000131241,0.00005268522,0.0003954136],"category_scores_gemma":[0.0001249167,0.00007487363,0.00002127528,0.000241974,0.0000836445,0.000105556,0.00002767627,0.0001352532,0.00003357176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000332233,"about_ca_system_score_gemma":0.00007760496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003130526,"about_ca_topic_score_gemma":0.00009245061,"domain_scores_codex":[0.9989041,0.0001821055,0.0003048914,0.000240009,0.00017424,0.0001946704],"domain_scores_gemma":[0.9994094,0.0001389546,0.0001457318,0.0001544807,0.0000849499,0.00006648571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001097276,0.0003857004,0.9100052,0.00001268724,0.00003418594,2.503298e-7,0.009613247,0.000003943666,0.0003660086,0.01436263,0.00004670242,0.06515849],"study_design_scores_gemma":[0.0007850565,0.0001142972,0.9814745,0.0001077782,0.00001162584,0.00000101436,0.01488979,0.000002601157,0.0000236586,0.0004568037,0.002034283,0.00009857376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963263,0.000120025,0.0008150374,0.001032324,0.0001893624,0.0002995029,0.000003284882,0.00002903367,0.00118518],"genre_scores_gemma":[0.9950627,0.00002837004,0.0009182653,0.00004504492,0.00009939328,0.000263822,0.00004257674,0.00001281977,0.00352698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07146934,"threshold_uncertainty_score":0.4329502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256288973308103,"score_gpt":0.3542446414974931,"score_spread":0.311681751764412,"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."}}