{"id":"W7019876602","doi":"","title":"International education leadership experiences in Canadian universities:&#13;\\npolicy and practice","year":2019,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Position (finance); Transformational leadership; Internationalization; Revenue; Context (archaeology); International education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009415707,0.0005912976,0.0006011202,0.002798363,0.05158121,0.01714051,0.003040353,0.00265997,0.007110089],"category_scores_gemma":[0.01388993,0.000458865,0.0003830434,0.006334163,0.01944131,0.003685338,0.009086042,0.005456974,0.0005211582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.136917,"about_ca_system_score_gemma":0.2105229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.939281,"about_ca_topic_score_gemma":0.9748078,"domain_scores_codex":[0.9883469,0.002996997,0.0002279418,0.0006990811,0.002877153,0.00485188],"domain_scores_gemma":[0.9877816,0.002347097,0.0007919298,0.0002173848,0.002738428,0.006123561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002383062,0.00004960923,0.004688343,0.000169472,0.000004177913,0.0008322456,0.9525733,0.00005375867,0.0002587318,0.01280733,0.01178732,0.01675193],"study_design_scores_gemma":[0.000001792721,0.00001208971,0.002810046,0.0001793571,0.000002250814,0.00009487407,0.9412312,0.0000370433,0.00006530881,0.0002549801,0.05529484,0.00001624481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7156479,0.008008037,0.001286256,0.0487924,0.001517413,0.0002441197,0.000260849,0.0001138103,0.2241292],"genre_scores_gemma":[0.9739765,0.003133753,0.0004455794,0.003110147,0.00006261492,0.0000396734,0.00005411769,0.00003967696,0.01913792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.863083,"threshold_uncertainty_score":0.993407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635634594276057,"score_gpt":0.3537075884117684,"score_spread":0.2973512424690078,"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."}}