{"id":"W2422248394","doi":"10.55016/ojs/ajer.v48i2.54919","title":"\"Reinventing\" Vocational Education Policy: Pitfalls and Possibilities","year":2002,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Mathematics education; Psychology; Pedagogy; Educational research; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0609521,0.0005094371,0.000906933,0.002073319,0.01927622,0.02202784,0.005673589,0.01155504,0.001836558],"category_scores_gemma":[0.05010479,0.0005185686,0.0005955722,0.003161991,0.04630764,0.008683539,0.01147977,0.01284494,0.0002906043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08288277,"about_ca_system_score_gemma":0.247674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6841636,"about_ca_topic_score_gemma":0.6960495,"domain_scores_codex":[0.9591545,0.01936469,0.001166755,0.001888458,0.008235312,0.01019024],"domain_scores_gemma":[0.967738,0.01515419,0.001544875,0.002250475,0.00757372,0.005738807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005693528,0.00007309895,0.003294592,0.0003131839,0.00002363784,0.000255808,0.02158733,0.002008239,0.0002867182,0.8892458,0.02555439,0.05730012],"study_design_scores_gemma":[0.00009782016,0.0001623557,0.01318018,0.002685285,0.00006143905,0.0002402135,0.0982625,0.003508553,0.0008626464,0.4041291,0.4766079,0.0002019807],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0365321,0.0118907,0.005498652,0.8982466,0.001521249,0.00008023176,0.00004186822,0.0001356974,0.04605291],"genre_scores_gemma":[0.8842533,0.005429456,0.01071312,0.08670741,0.0006955793,0.0001257338,0.00005049208,0.000058193,0.01196662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3158364,"threshold_uncertainty_score":0.6353928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571184585303309,"score_gpt":0.4849659414050011,"score_spread":0.3278474828746702,"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."}}