{"id":"W2528970208","doi":"","title":"New and Emerging issues in vocational education and training research beyond 2010","year":2009,"lang":"en","type":"book-chapter","venue":"Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; European Commission","keywords":"Vocational education; Political science; Corporate governance; Scholarship; Lifelong learning; Politics; Public relations; Engineering ethics; Engineering; Management; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001136313,0.0002428218,0.0002812435,0.0008058324,0.000512485,0.0008735195,0.000321559,0.0004041922,0.0003461994],"category_scores_gemma":[0.0001357583,0.0003189236,0.00006601172,0.0002093502,0.0003761676,0.00115538,0.0001100084,0.000508877,0.00003767293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009473177,"about_ca_system_score_gemma":0.002504541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285389,"about_ca_topic_score_gemma":0.0005316887,"domain_scores_codex":[0.9980134,0.0001897125,0.0002256076,0.0004418858,0.0005377339,0.0005916094],"domain_scores_gemma":[0.9986379,0.0003968919,0.0001367729,0.0001827399,0.0001431449,0.0005025817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001641723,0.00003853322,0.004543427,0.00003169714,0.00004344406,0.00002795329,0.09622293,7.74018e-7,0.00001095065,0.6472542,0.02190489,0.2299047],"study_design_scores_gemma":[0.0003334028,0.00004313186,0.03479525,0.0002583169,0.0000221539,0.0000350076,0.03948187,0.000006491452,0.000001064562,0.2210368,0.7036394,0.0003470311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06485073,0.002140127,0.00002869473,0.007999958,0.0001467976,0.0003569157,0.00003185672,0.0000479542,0.924397],"genre_scores_gemma":[0.3130534,0.0008389887,0.001011629,0.0002338441,0.000485807,0.000006390273,0.00009246961,0.00003644405,0.684241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6817346,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300533217504145,"score_gpt":0.3639975292731443,"score_spread":0.3339442075227298,"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."}}