{"id":"W3107586192","doi":"10.1007/s12186-020-09258-w","title":"Understanding the Relationships between Psychological and Contextual Determinants, Motivation and Achievement Outcomes for Students in Vocational Training or Technical Training Programs","year":2020,"lang":"en","type":"article","venue":"Vocations and Learning","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Vocational education; Apprenticeship; Psychology; Graduation (instrument); Academic achievement; Persistence (discontinuity); Perspective (graphical); Medical education; Mathematics education; Applied psychology; Pedagogy; Medicine","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":[0.001433802,0.0002447107,0.0003228108,0.0008319186,0.00115991,0.002410699,0.000608956,0.0006968825,0.002335447],"category_scores_gemma":[0.004312593,0.000191355,0.000470485,0.0006838454,0.000758827,0.001227878,0.001983709,0.001556148,0.000146578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072813,"about_ca_system_score_gemma":0.003402716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0181127,"about_ca_topic_score_gemma":0.05144908,"domain_scores_codex":[0.9992802,0.0001908892,0.00003736548,0.00007972,0.00009935328,0.0003125561],"domain_scores_gemma":[0.9980261,0.0005105871,0.0005076322,0.00007379854,0.0001571721,0.0007246836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005126397,0.0007011018,0.9877189,0.00002225242,0.00007227345,0.00003667908,0.001178478,0.00012768,0.0001696695,0.0007154523,0.0001546163,0.009051551],"study_design_scores_gemma":[0.000004318333,0.00007192741,0.9946766,0.00002345126,0.00003398826,0.00001671775,0.003808502,0.0002670336,0.00008383782,0.0006683832,0.0003398341,0.000005409362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986691,0.0001667433,0.00006076448,0.0003522943,0.000005074383,0.000004515617,0.00003105592,0.000001339583,0.0007091038],"genre_scores_gemma":[0.9995894,0.00009378824,0.00005302645,0.00003555939,0.000003952641,0.000003942988,0.0000400522,5.642295e-7,0.0001797664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181127,"threshold_uncertainty_score":0.03601456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5090785665247511,"score_gpt":0.4549722147762901,"score_spread":0.05410635174846107,"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."}}