{"id":"W4295792346","doi":"10.56059/pcf10.1025","title":"The Transnational Student Learning Experience: Giving Voice to Internationalization Practices that Enhance Lifelong Learning and Transformation","year":2022,"lang":"en","type":"article","venue":"Tenth Pan-Commonwealth Forum on Open Learning","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Lifelong learning; Distance education; Internationalization of Higher Education; Higher education; Autoethnography; Knowledge management; Pedagogy; Sociology; Institution; Business; Public relations; Political science; Computer science","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":[0.004384649,0.0003637582,0.0002705761,0.0004806476,0.006396783,0.008262848,0.000777256,0.001642354,0.003048335],"category_scores_gemma":[0.005092198,0.0001306315,0.0003631358,0.000478797,0.01019662,0.005133924,0.0146327,0.003157846,0.0004457193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518398,"about_ca_system_score_gemma":0.004112264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893964,"about_ca_topic_score_gemma":0.005053536,"domain_scores_codex":[0.9955515,0.003174464,0.00007619084,0.0001997201,0.0003499728,0.0006481044],"domain_scores_gemma":[0.996231,0.001055932,0.0003312135,0.0004099109,0.0002739563,0.001697935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002439493,0.0001594043,0.008072307,0.0001325197,0.000009996537,0.001164375,0.9144293,0.0001257981,0.001507978,0.02460835,0.003111476,0.04665407],"study_design_scores_gemma":[0.000005738387,0.0001585311,0.00453684,0.0001565695,0.000006774834,0.0008974187,0.8869691,0.0001747154,0.0007030867,0.006114576,0.1002486,0.00002802627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8892352,0.0006614719,0.01010514,0.01247501,0.00031983,0.00008816303,0.00002381827,0.00007845518,0.08701288],"genre_scores_gemma":[0.9911469,0.000352173,0.001912601,0.0007282911,0.00003643149,0.00002807938,0.00001060427,0.00002458427,0.005760433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008262848,"threshold_uncertainty_score":0.02318853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04951527312811908,"score_gpt":0.4224938694616473,"score_spread":0.3729785963335282,"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."}}