{"id":"W4413042637","doi":"10.1007/978-981-96-7894-5_13","title":"Revitalising Education in Dili, Timor-Leste: The Roles of System Leadership in Transforming Low-Performing Schools","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Timor leste; Political science; Educational leadership; Geography; Sociology; Pedagogy; Socioeconomics","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":[0.001681567,0.0004742036,0.0002460972,0.0008367749,0.007965269,0.01167252,0.000725174,0.002434808,0.01018224],"category_scores_gemma":[0.001439298,0.0002442454,0.0002206375,0.001111572,0.007100526,0.00344295,0.003874255,0.00667646,0.001829969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160933,"about_ca_system_score_gemma":0.02998167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05436411,"about_ca_topic_score_gemma":0.2409904,"domain_scores_codex":[0.9990005,0.0003385284,0.0000123419,0.0000478692,0.0001469595,0.0004538248],"domain_scores_gemma":[0.9994299,0.0001129198,0.00004233922,0.00001644242,0.0001175493,0.0002808219],"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":[0.00001979434,0.00008141829,0.0007747338,0.000102851,0.000003123607,0.0001491157,0.02174527,0.0001436221,0.0002405774,0.6777286,0.2220711,0.07693985],"study_design_scores_gemma":[0.000009329104,0.00002958925,0.001481368,0.0002926186,0.000003544861,0.00006159529,0.01657022,0.0001494476,0.0003079735,0.03684714,0.9442347,0.00001240264],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01328665,0.01169289,0.001500932,0.1324549,0.002346004,0.00006974494,0.00004765458,0.00009990605,0.8385013],"genre_scores_gemma":[0.2411139,0.008241048,0.002908258,0.02034399,0.0005634257,0.000105472,0.00004874562,0.0001313818,0.7265439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05436411,"threshold_uncertainty_score":0.1080953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128414250529466,"score_gpt":0.306518528898526,"score_spread":0.2652343863932313,"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."}}