{"id":"W4417001538","doi":"10.1177/17577438251407195","title":"21st century student government at the international level: Eurocentrism and isolationism","year":2025,"lang":"en","type":"article","venue":"Power and Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Eurocentrism; Isolationism; Government (linguistics); International education; Study abroad; Face (sociological concept); Higher education; Representation (politics); Globalization","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":[0.007199402,0.0002808657,0.0004735497,0.000697425,0.01748352,0.01152708,0.001014439,0.002289032,0.003477566],"category_scores_gemma":[0.007303652,0.0002377314,0.0003058515,0.00114889,0.0239284,0.006476461,0.01093062,0.007726707,0.0003371292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004239709,"about_ca_system_score_gemma":0.004530543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004017262,"about_ca_topic_score_gemma":0.005511529,"domain_scores_codex":[0.99086,0.006377008,0.0001364055,0.0004133557,0.0006348604,0.00157834],"domain_scores_gemma":[0.9954818,0.001746872,0.0006178296,0.000486922,0.0003602687,0.001306241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002078912,0.00006543675,0.004262411,0.0000280987,0.000005839488,0.0003418138,0.9357005,0.00005582112,0.0001969895,0.04995902,0.002451707,0.006911611],"study_design_scores_gemma":[0.000002673804,0.00002912471,0.00196545,0.00006222294,0.000002567591,0.0001506376,0.9525975,0.0000888047,0.0001605859,0.003335742,0.04159387,0.00001082576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304702,0.0005250446,0.001539878,0.0166906,0.0002508393,0.00002538088,0.0000126908,0.00002276675,0.05046268],"genre_scores_gemma":[0.9954633,0.0001395692,0.00009296185,0.0008947718,0.00002702157,0.000009604645,0.000004804094,0.00001446228,0.003353436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01748352,"threshold_uncertainty_score":0.03807455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235729182066537,"score_gpt":0.3481709944262574,"score_spread":0.325813702605592,"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."}}