{"id":"W7018835743","doi":"","title":"ERIC ED560077: Regulating and Quality-Assuring VET: International Developments. Research Report","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Quality assurance; Commission; Quality (philosophy); Training (meteorology); Higher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006307329,0.0006139293,0.0004048902,0.001771444,0.001277847,0.006377881,0.001342349,0.006071456,0.2790234],"category_scores_gemma":[0.01023967,0.000465579,0.0003688798,0.002576375,0.001001166,0.004021157,0.002658547,0.002197094,0.2047223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190418,"about_ca_system_score_gemma":0.009042013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443157,"about_ca_topic_score_gemma":0.01388957,"domain_scores_codex":[0.9961318,0.0006300613,0.0002620123,0.0003197778,0.002341033,0.0003153706],"domain_scores_gemma":[0.9930162,0.001716824,0.0004765643,0.0006697909,0.003190234,0.000930291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001563587,0.00002196876,0.0001066854,0.000171672,8.512869e-7,0.00003586173,0.00007603783,0.00002789231,0.000107424,0.004359857,0.9524394,0.04263665],"study_design_scores_gemma":[0.000002579555,0.000007310089,0.0004827941,0.0001296615,6.532159e-7,0.00002662017,0.0000666772,0.00001419592,0.00009514666,0.0003532086,0.998818,0.000003115059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007037862,0.01336529,0.001407982,0.02397394,0.005469458,0.0003317276,0.004191065,0.0008233931,0.9497333],"genre_scores_gemma":[0.0019863,0.006073773,0.0007491026,0.003685693,0.0006746728,0.00007335439,0.001917056,0.0002850999,0.9845549],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2790234,"threshold_uncertainty_score":0.9334263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368644787025859,"score_gpt":0.2902244424282659,"score_spread":0.2465379945580073,"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."}}