{"id":"W4390271540","doi":"10.29173/ijll39","title":"Incongruencies and Detrimental Effects of Neoliberal Education Reform in the United Arab Emirates (UAE)","year":2023,"lang":"en","type":"article","venue":"International Journal for Leadership in Learning","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Context (archaeology); Modernization theory; Accountability; Economic growth; Public administration; Curriculum; Neoliberalism (international relations); 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":[0.007272441,0.0001806799,0.0001857291,0.0009718006,0.004125157,0.004827598,0.0004012937,0.001041126,0.001701565],"category_scores_gemma":[0.006438859,0.0001851809,0.0001906528,0.001154374,0.007087638,0.001758104,0.003743695,0.001575112,0.000114635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00691201,"about_ca_system_score_gemma":0.008210544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461376,"about_ca_topic_score_gemma":0.03454199,"domain_scores_codex":[0.9956942,0.002684722,0.0001258352,0.0001762188,0.000532966,0.0007861117],"domain_scores_gemma":[0.9968303,0.001099094,0.0008364109,0.0001819914,0.0006693997,0.0003827937],"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":[0.0005116019,0.001273266,0.1849693,0.0009366216,0.0001575012,0.003377721,0.2253013,0.00247314,0.004117794,0.3845463,0.008373195,0.1839623],"study_design_scores_gemma":[0.00005716579,0.0006138546,0.4382879,0.001064492,0.0001051983,0.0005537992,0.3949794,0.001198495,0.003985763,0.02019992,0.1388703,0.00008368545],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951879,0.001542539,0.0002575807,0.01063058,0.00007245463,0.00003825818,0.00002177226,0.000006960738,0.03555079],"genre_scores_gemma":[0.9975269,0.000560771,0.000167601,0.0008130608,0.00001537964,0.000009136495,0.000006081553,0.000002150864,0.0008988283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461376,"threshold_uncertainty_score":0.05015033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100424005581151,"score_gpt":0.3864820287235631,"score_spread":0.2860580231424121,"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."}}