{"id":"W4389171143","doi":"10.55016/ojs/ajer.v64i4.56361","title":"Educating Preservice Teachers in a Neoliberal Era: Specialized Technicians or Public Intellectuals?","year":2019,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Neoliberalism (international relations); Publics; Sociology; Context (archaeology); Humanities; Political science; Teacher education; Pedagogy; Social science; Art; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00412444,0.0001638631,0.0002945558,0.0007975602,0.009467496,0.01327554,0.0009051171,0.002390927,0.003702195],"category_scores_gemma":[0.005817946,0.0002187537,0.0001745681,0.0009828822,0.0350927,0.008791183,0.005577962,0.005871812,0.0004423702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02007716,"about_ca_system_score_gemma":0.02904077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1490372,"about_ca_topic_score_gemma":0.2992806,"domain_scores_codex":[0.996944,0.001218115,0.00005758901,0.0002185475,0.0005982019,0.0009635247],"domain_scores_gemma":[0.9950949,0.001441723,0.0005788018,0.0004596276,0.0007024563,0.00172249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002659703,0.0001042176,0.01292487,0.0001664607,0.000006998445,0.0003826886,0.6094083,0.0001196141,0.0005755508,0.320072,0.009607675,0.04660502],"study_design_scores_gemma":[0.00002199957,0.00004894306,0.01441059,0.000819169,0.00001141514,0.0002009722,0.593857,0.0001147741,0.000727204,0.04162515,0.348134,0.00002879754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5925354,0.01286161,0.00400944,0.2170337,0.0005450157,0.00005830258,0.00002970345,0.0000620996,0.1728646],"genre_scores_gemma":[0.9745902,0.002630462,0.0005738104,0.00704011,0.0000793027,0.00001850099,0.000009782192,0.00001970963,0.015038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490372,"threshold_uncertainty_score":0.2963394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261092225371773,"score_gpt":0.461962661317004,"score_spread":0.3358534387798267,"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."}}