{"id":"W4416201871","doi":"10.1108/978-1-83608-116-620251002","title":"Policy, Discipline and School Leadership in Mauritius","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Francis Xavier University; University of Ottawa","funders":"","keywords":"Work (physics); Field (mathematics); Government (linguistics)","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":[0.0003276733,0.0002430106,0.0002027198,0.0007525094,0.004010034,0.003221043,0.0004197881,0.0009774733,0.006519543],"category_scores_gemma":[0.0007211026,0.0001346595,0.0001215605,0.002350124,0.00353111,0.001010117,0.001527734,0.002143024,0.00068251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009175252,"about_ca_system_score_gemma":0.01014307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06470898,"about_ca_topic_score_gemma":0.1887844,"domain_scores_codex":[0.9997565,0.00008292255,0.000007133576,0.00002017071,0.00003518379,0.00009813865],"domain_scores_gemma":[0.9998474,0.00006230565,0.00002465105,0.00000668139,0.00001576114,0.00004315852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001231479,0.00003235654,0.001290513,0.0001029131,0.000003418201,0.0001514726,0.01595165,0.0002358475,0.0001748196,0.9017163,0.03504559,0.0452829],"study_design_scores_gemma":[0.000009918182,0.00004864217,0.01723136,0.0007233669,0.000009913879,0.0001055832,0.01213127,0.0002693095,0.0002750064,0.1323273,0.8368576,0.00001090394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04379551,0.08298234,0.0004067034,0.03665417,0.001289098,0.00003280516,0.00007035099,0.00002304261,0.834746],"genre_scores_gemma":[0.5643032,0.03894215,0.0005403371,0.002348212,0.0007847295,0.00008430203,0.00005062405,0.00002990778,0.3929166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06470898,"threshold_uncertainty_score":0.1286647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207768699779353,"score_gpt":0.359121200135827,"score_spread":0.2383443301578917,"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."}}