{"id":"W2235287713","doi":"","title":"Reclaiming Vocational Professionalism from Economic Professionalism in Public Education","year":2012,"lang":"en","type":"article","venue":"Antistasis","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Vocational education; Public relations; Pedagogy; Political science; Public administration; Economic growth; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005151259,0.000138687,0.0001939341,0.001012031,0.004821281,0.002844073,0.0006696344,0.001646615,0.002101158],"category_scores_gemma":[0.01459652,0.0002544541,0.0002192816,0.0006350635,0.01251539,0.001641563,0.004131701,0.005646212,0.0002295675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455377,"about_ca_system_score_gemma":0.01063376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789761,"about_ca_topic_score_gemma":0.0427686,"domain_scores_codex":[0.9956768,0.00157217,0.0001904052,0.000212809,0.001471247,0.0008766397],"domain_scores_gemma":[0.9879249,0.005492961,0.002108943,0.0007851887,0.001810209,0.001877814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002232595,0.0008010638,0.3313627,0.000238331,0.00004064387,0.002129545,0.2278081,0.0002576414,0.003765641,0.2339374,0.01098532,0.1884503],"study_design_scores_gemma":[0.00007542734,0.0003974615,0.4542001,0.0006735074,0.00005924471,0.00436509,0.3583043,0.001734983,0.003751632,0.1047801,0.07159592,0.0000623643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905628,0.0003791674,0.001171826,0.03915809,0.0002226492,0.00002336425,0.00001151273,0.00001510275,0.06845561],"genre_scores_gemma":[0.9970245,0.00009149811,0.0001851734,0.000972122,0.0000278809,0.000005252658,0.000003328279,0.000004815575,0.00168535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789761,"threshold_uncertainty_score":0.03558683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534114233359073,"score_gpt":0.4636420965144422,"score_spread":0.3102306731785349,"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."}}