{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005633818,0.000254345,0.0004625092,0.002043045,0.001195683,0.001633058,0.000378094,0.0006469837,0.002332975],"category_scores_gemma":[0.002444205,0.0002164619,0.0003634546,0.001511109,0.0004030746,0.0006244644,0.001240459,0.0009755842,0.001041004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863523,"about_ca_system_score_gemma":0.0005364182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01437548,"about_ca_topic_score_gemma":0.01598356,"domain_scores_codex":[0.99944,0.00006670746,0.0000473759,0.00006361459,0.0001069762,0.0002752359],"domain_scores_gemma":[0.9978314,0.0001769895,0.0004003592,0.00004079935,0.0003781967,0.001172263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001952616,0.0003711023,0.994848,0.000005390764,0.00002161517,0.00006510356,0.0007172837,0.00006158598,0.0003293228,0.00005100362,0.0001603934,0.00317392],"study_design_scores_gemma":[0.000003274695,0.0001729289,0.9981364,0.000002433672,0.000006499553,0.00003320095,0.001192041,0.0001242667,0.00008950401,0.00003788024,0.0001977699,0.000003900705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992228,0.0000247576,0.000013945,0.00002558308,0.000003316365,0.000003535906,0.00009219607,0.000001906189,0.0006120654],"genre_scores_gemma":[0.999,0.00001855416,0.000008929285,0.00001356205,0.000002853269,0.000002276187,0.0001653852,0.000001527353,0.0007868477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01437548,"threshold_uncertainty_score":0.02858359,"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."}}