{"id":"W2070518623","doi":"10.5172/ijtr.1.1.64","title":"Vocational education and training reform in the Netherlands: seven years experience","year":2003,"lang":"en","type":"article","venue":"International Journal of Training Research","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency","keywords":"Vocational education; Realisation; Legislation; Business; Process (computing); Transparency (behavior); Sustainability; Engineering management; Sustainable development; Engineering; Process management; Public relations; Political science; Economic growth; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.009826371,0.00004981737,0.00008013243,0.000308514,0.0002132104,0.000285526,0.0006061328,0.00005067497,0.0001812384],"category_scores_gemma":[0.004286415,0.00004069155,0.00002918353,0.0003743245,0.0002807212,0.0005917019,0.00001534434,0.0005638881,0.000007988755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259401,"about_ca_system_score_gemma":0.002111521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004976906,"about_ca_topic_score_gemma":0.000229381,"domain_scores_codex":[0.9968859,0.001083396,0.0002857766,0.0001116203,0.00141725,0.000216036],"domain_scores_gemma":[0.9978001,0.00118823,0.000188078,0.00007513349,0.0006670317,0.00008141158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002242526,0.0001107611,0.01196958,0.000001513153,0.00001916961,0.00001230164,0.8564772,0.00001413127,0.00003842491,0.04203007,0.0005789349,0.08872549],"study_design_scores_gemma":[0.0002089742,0.00003982132,0.08758587,0.00006951992,0.000002109629,0.0001003045,0.5327659,0.00000459305,0.00000595054,0.003763964,0.3754,0.00005296446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093721,0.000307663,0.00003470966,0.02001932,0.0008575375,0.00009167138,5.987877e-7,0.000004823614,0.0693116],"genre_scores_gemma":[0.9967844,0.0001339503,0.001437862,0.000227406,0.0006044484,0.00001435032,0.000001132967,0.000006140433,0.0007902324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374821,"threshold_uncertainty_score":0.5131549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2348279833239875,"score_gpt":0.5446835569615514,"score_spread":0.3098555736375638,"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."}}