{"id":"W2067179984","doi":"10.1002/tl.349","title":"Reflections on trends and challenges in internationalizing an Ontario community college","year":2009,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara College","funders":"","keywords":"Internationalization; Curriculum; Academic community; Higher education; Revenue; Political science; Community college; Sociology; Pedagogy; Public relations; Medical education; Business; Social science; Accounting; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003515398,0.0001554496,0.0001866937,0.001418987,0.01288095,0.009869524,0.001572717,0.00212455,0.0129206],"category_scores_gemma":[0.006867618,0.000273777,0.000192721,0.004220481,0.004678,0.002374973,0.002921385,0.003333178,0.0004790586],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07396683,"about_ca_system_score_gemma":0.0941442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9586679,"about_ca_topic_score_gemma":0.9805748,"domain_scores_codex":[0.995927,0.0003189462,0.00008982796,0.000242171,0.001241614,0.002180387],"domain_scores_gemma":[0.9857628,0.0007854528,0.001222806,0.0002404298,0.004110639,0.007877732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002344148,0.0003270016,0.2930763,0.0003477085,0.00002750111,0.002624569,0.3015014,0.0006103342,0.005040932,0.07562701,0.2146339,0.1059491],"study_design_scores_gemma":[0.000009243479,0.00005162019,0.2103318,0.0001205951,0.000006224437,0.0001426061,0.4254078,0.0002692272,0.0004732576,0.000862869,0.3622771,0.00004760266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6766942,0.000980926,0.0003876525,0.2062506,0.0004059967,0.000122435,0.0007192487,0.00003868153,0.1144003],"genre_scores_gemma":[0.9412565,0.001125686,0.0002611573,0.008809349,0.0001494758,0.00003381514,0.0002353598,0.00003422301,0.04809441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9260331,"threshold_uncertainty_score":0.5366694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158907080588904,"score_gpt":0.4119630293742179,"score_spread":0.2960723213153275,"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."}}