{"id":"W2901832965","doi":"","title":"International Education in Manitoba: Exploring Leadership Practices in Policy Contexts","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Public relations; Context (archaeology); Power structure; Educational leadership; Stakeholder; Policy analysis; Sociology; Political science; Public administration; Politics; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004435601,0.00008253066,0.00009655367,0.0009392627,0.0001898759,0.0002023504,0.0001924388,0.00006675727,0.0003920847],"category_scores_gemma":[0.006103705,0.00008738224,0.0000274689,0.0004956973,0.000253762,0.0008617995,0.00000413276,0.0001494885,0.00002263056],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000873333,"about_ca_system_score_gemma":0.03069275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2011723,"about_ca_topic_score_gemma":0.7442988,"domain_scores_codex":[0.9989831,0.0001315998,0.0003556157,0.0001156376,0.0001786946,0.0002353062],"domain_scores_gemma":[0.9982842,0.0001328493,0.0003664498,0.00005664356,0.0006801868,0.0004797139],"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":[0.00005410657,0.0002898062,0.1540186,0.00001797795,0.00002083608,0.000005254986,0.1120729,0.000003461745,0.00006606711,0.6849841,0.01409132,0.03437567],"study_design_scores_gemma":[0.0002880414,0.0000526322,0.4178279,0.00009685483,0.000004138991,0.00005471344,0.0622189,0.00000233374,0.00002670139,0.002967786,0.5163414,0.0001186072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6834843,0.000211667,5.513334e-7,0.2582792,0.00191377,0.0001143047,0.000006060964,0.000002024497,0.05598809],"genre_scores_gemma":[0.989928,0.0001760257,0.0002282893,0.002568391,0.004317606,0.00001175857,0.00001210969,0.000004697215,0.002753143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6820163,"threshold_uncertainty_score":0.9748023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181453860048695,"score_gpt":0.4480029235466454,"score_spread":0.2298575375417759,"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."}}