{"id":"W3155772699","doi":"","title":"The Internationalization of the Student Body at Oceans College, Canada – An Appreciative Inquiry and Shared Leadership Approach to Change","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appreciative inquiry; Internationalization; Political science; Sociology; Pedagogy; Public relations; Management; Business; Economics; International trade","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005783984,0.0001405184,0.0001450684,0.00006318575,0.000995471,0.0002237473,0.001048342,0.0000819729,0.00001565783],"category_scores_gemma":[0.000353901,0.0001200231,0.00003655243,0.0007022037,0.0002422533,0.001338309,0.00033964,0.0002685104,0.000007449125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005795109,"about_ca_system_score_gemma":0.0004879717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090648,"about_ca_topic_score_gemma":0.4612868,"domain_scores_codex":[0.9973204,0.001137995,0.0001756417,0.0003557878,0.0007453003,0.0002648721],"domain_scores_gemma":[0.998616,0.0003204835,0.0002934696,0.0002330738,0.0002612225,0.0002757812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004720294,0.00004772264,0.877951,0.00001388598,0.00003975919,0.000002102882,0.1207054,0.00003605586,0.00001702493,0.00103664,0.00003213342,0.00007101595],"study_design_scores_gemma":[0.0002274343,0.00003923592,0.8612747,0.00003004234,0.00003473771,7.6443e-7,0.06873527,0.000001441179,0.00004666013,0.000006632101,0.06946892,0.0001341925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823919,0.00007490363,0.00006871937,0.01584704,0.0003699276,0.0006019269,0.00003502116,0.00003433086,0.0005762461],"genre_scores_gemma":[0.9935925,0.0000286691,0.00001486891,0.001783287,0.0002142263,0.000004864982,0.00001389333,0.00001553728,0.004332131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4581962,"threshold_uncertainty_score":0.7656459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3116394048337365,"score_gpt":0.3930246217871265,"score_spread":0.08138521695339002,"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."}}