{"id":"W4310209530","doi":"10.1177/14752409221140628","title":"Sustainable Leadership in Private International Schools: Lessons from Kuwait","year":2022,"lang":"en","type":"article","venue":"Journal of Research in International Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Private sector; Public sector; Compromise; Public relations; Educational leadership; Corporate governance; Political science; International education; Qualitative research; Sustainability; Work (physics); Economic growth; Sociology; Public administration; Higher education; Economics; Management; Social science","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":[0.003269433,0.0006491074,0.0005217895,0.001034499,0.01352866,0.006683873,0.001227896,0.001348811,0.003060273],"category_scores_gemma":[0.002201406,0.0006075213,0.0002736024,0.002321182,0.006014376,0.00545702,0.005733736,0.002641157,0.0003291009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008977416,"about_ca_system_score_gemma":0.01050626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09324194,"about_ca_topic_score_gemma":0.3120175,"domain_scores_codex":[0.9978667,0.001000052,0.00005436825,0.00007600988,0.0001389852,0.0008639757],"domain_scores_gemma":[0.9983057,0.0006931111,0.0001922987,0.00009153412,0.0002376994,0.0004797069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006918794,0.0003538938,0.01661306,0.0002953603,0.00001397919,0.003020857,0.9507784,0.0001615503,0.0008445826,0.006268109,0.001336873,0.02024427],"study_design_scores_gemma":[0.000008575206,0.00009317575,0.01714638,0.000327954,0.00001158746,0.0002241587,0.968472,0.000140855,0.0002090637,0.0007260184,0.01262666,0.00001367257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975499,0.0009073804,0.0002961966,0.004364746,0.00005503674,0.00008228103,0.00003370533,0.00001100605,0.01875063],"genre_scores_gemma":[0.99418,0.001263417,0.0003911584,0.0005082887,0.00001862661,0.00004333274,0.0000375136,0.00001257389,0.003545116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09324194,"threshold_uncertainty_score":0.1853984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3094408965190151,"score_gpt":0.5253672350317703,"score_spread":0.2159263385127552,"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."}}