{"id":"W4249043516","doi":"10.47678/cjhe.v46i2.185272","title":"Reframing Internationalization","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Cognitive reframing; Internationalization; Framing (construction); International education; Public relations; Higher education; Government (linguistics); Political science; Economic growth; Sociology; Public administration; Business; Economics; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001915455,0.00003746668,0.00004649044,0.0001444096,0.000158433,0.00006047589,0.0001391912,0.00004133715,0.002154663],"category_scores_gemma":[0.000338633,0.00002656479,0.00003063407,0.0001361877,0.00007411544,0.0003545072,0.000001409283,0.00003380527,0.00005067205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576977,"about_ca_system_score_gemma":0.003027726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01293093,"about_ca_topic_score_gemma":0.01856532,"domain_scores_codex":[0.9994652,0.000062697,0.0001589306,0.00004899031,0.0001398269,0.0001243303],"domain_scores_gemma":[0.9986119,0.00002936527,0.0001487672,0.00004672989,0.0008135609,0.0003496749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004456566,0.00004962954,0.02689019,0.000004156408,0.0000253166,0.000002557031,0.03646253,0.00000262762,0.0006353582,0.3115546,0.584919,0.03944964],"study_design_scores_gemma":[0.00007507647,0.000005542876,0.03357175,0.00004722114,0.000005715214,0.000003815861,0.00159575,6.228174e-8,0.0000371797,0.001648581,0.9629671,0.00004220131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6721337,0.00314144,0.0002525806,0.1692522,0.0353882,0.000234496,0.000009932886,0.00002536678,0.1195621],"genre_scores_gemma":[0.9329746,0.0000309327,0.0002457022,0.0009547059,0.0008645023,0.000001494017,0.000001986761,0.000003375682,0.06492267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3780481,"threshold_uncertainty_score":0.9993433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157353812190256,"score_gpt":0.3438920768563268,"score_spread":0.3223185387344243,"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."}}