{"id":"W2923771475","doi":"","title":"Teacher policy reforms in the global South: Global, state and local intersections","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incentive; Professionalization; Political science; State (computer science); Global education; Politics; Subject (documents); Work (physics); Global South; Global strategy; Articulation (sociology); Wonder; Political economy; Sociology; Economics; Law; Business","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":[0.003642671,0.0001477038,0.0003099786,0.001064281,0.005562273,0.008221189,0.0003942112,0.00241975,0.006387691],"category_scores_gemma":[0.003900189,0.0002113446,0.0002798729,0.002090175,0.01099796,0.003768714,0.004983187,0.004720165,0.0002918522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01549698,"about_ca_system_score_gemma":0.01481321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02939674,"about_ca_topic_score_gemma":0.05614275,"domain_scores_codex":[0.99819,0.0007825696,0.00007010856,0.0001692199,0.000232452,0.0005557631],"domain_scores_gemma":[0.9974911,0.001045815,0.0004269682,0.0001560504,0.0003575942,0.0005223997],"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":[0.00008428324,0.00008757094,0.02663372,0.0008225289,0.00004400195,0.001102533,0.1693194,0.0008530957,0.0008787374,0.7373377,0.01589965,0.04693677],"study_design_scores_gemma":[0.00004429397,0.0000644106,0.06341722,0.001602128,0.00006692726,0.0003645582,0.3523081,0.0004250561,0.001241912,0.1158452,0.4645742,0.000046075],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.379673,0.01462817,0.001426056,0.3840742,0.0006427417,0.00004403763,0.0001451593,0.00003810322,0.2193286],"genre_scores_gemma":[0.9814228,0.003799494,0.0002615996,0.008128976,0.00009542904,0.00001215209,0.00002188547,0.00001720148,0.006240524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02939674,"threshold_uncertainty_score":0.112439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999135158660307,"score_gpt":0.3384167923750995,"score_spread":0.3084254407884964,"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."}}