{"id":"W3022616639","doi":"","title":"What makes a programme vocational?: school-based work-related programmes in Canada","year":2010,"lang":"en","type":"article","venue":"","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Curriculum; Pedagogy; Work (physics); Embodied cognition; Mathematics education; Vocational school; Sociology; Psychology; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001239828,0.0000897726,0.00009150941,0.0001081981,0.0002790354,0.0004166304,0.0002091027,0.00008010496,0.00421232],"category_scores_gemma":[0.001936544,0.00008250736,0.00002105744,0.001308776,0.0001584448,0.0006232187,0.000009398093,0.0005209274,0.00008831894],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841644,"about_ca_system_score_gemma":0.009372996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9013711,"about_ca_topic_score_gemma":0.9945496,"domain_scores_codex":[0.998591,0.0002141701,0.0002259667,0.0001998569,0.0003923448,0.0003766578],"domain_scores_gemma":[0.9989548,0.0003468924,0.000135336,0.0001299885,0.0002874137,0.0001455983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002112735,0.0002672034,0.6796159,0.000007910273,0.00001805859,0.000004400516,0.007784074,0.00002011929,0.00002432864,0.07056606,0.007318387,0.2343524],"study_design_scores_gemma":[0.0002524111,0.00001026993,0.1833065,0.00002728934,0.000003359828,2.815628e-7,0.0449575,0.00003129219,0.00003376985,0.0002862265,0.7709231,0.000167971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122442,0.00009126504,0.00001636459,0.1234738,0.003119186,0.0006551605,3.993075e-7,0.000133891,0.06026571],"genre_scores_gemma":[0.9861193,0.00000738635,0.001973496,0.001357487,0.000111757,0.0001003056,0.0000156764,0.000008435985,0.01030612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636048,"threshold_uncertainty_score":0.996698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415356482344861,"score_gpt":0.3579049013493527,"score_spread":0.3163692531148666,"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."}}