{"id":"W2925283396","doi":"10.11575/ajer.v64i4.56413","title":"Professionalism Discourses and Neoliberalism in Teacher Education","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neoliberalism (international relations); Sociology; Argument (complex analysis); Context (archaeology); Opposition (politics); Humanities; Pedagogy; Social science; Political science; Philosophy; Law","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":[0.01209306,0.0004009228,0.0004554839,0.002751971,0.01524222,0.01382499,0.001079806,0.004229085,0.003263684],"category_scores_gemma":[0.01386393,0.0004078671,0.0003310008,0.001951335,0.07586219,0.01380844,0.01125218,0.006314023,0.0004744939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01580003,"about_ca_system_score_gemma":0.006792541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765947,"about_ca_topic_score_gemma":0.004519544,"domain_scores_codex":[0.9820918,0.01282758,0.0005008354,0.001133387,0.002248266,0.001198053],"domain_scores_gemma":[0.9799309,0.01486472,0.002006711,0.0009103752,0.001139233,0.001148133],"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":[0.0000220654,0.00002873022,0.0008691663,0.0001013614,0.000004028326,0.0001914398,0.3817526,0.0001031471,0.0002113251,0.6093174,0.00103947,0.00635924],"study_design_scores_gemma":[0.0000532712,0.00006181099,0.002276806,0.0006964488,0.00001307388,0.0006170251,0.2755674,0.0008645281,0.00119331,0.4692156,0.2493892,0.00005157061],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3441986,0.01338166,0.02608541,0.1414695,0.000740834,0.00006552372,0.00004160466,0.0001150426,0.4739017],"genre_scores_gemma":[0.9910818,0.0008768861,0.0008265523,0.001220344,0.0001284562,0.00002206451,0.000006618843,0.00002499527,0.005812311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01580003,"threshold_uncertainty_score":0.1146378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08085574714952462,"score_gpt":0.3716563402532044,"score_spread":0.2908005931036798,"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."}}