{"id":"W2569294503","doi":"10.1177/1028315316687011","title":"Bridging Borders: Toward a Pedagogy of Preparedness for Visiting Faculty","year":2017,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pedagogy; Preparedness; Scholarship; Sociology; Sociocultural evolution; Acculturation; Higher education; Faculty development; Transformative learning; Context (archaeology); Narrative; Intercultural learning; Professional development; Political science","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":[0.006987855,0.0005951285,0.0004988965,0.001398941,0.00741553,0.009074544,0.002507975,0.003424222,0.004522329],"category_scores_gemma":[0.0125695,0.0003906458,0.0006267611,0.0006747394,0.02206029,0.01081513,0.01575555,0.006770482,0.0006977471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354738,"about_ca_system_score_gemma":0.008255912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088629,"about_ca_topic_score_gemma":0.001681925,"domain_scores_codex":[0.9945016,0.003979719,0.0001085648,0.000486385,0.0004171779,0.0005065149],"domain_scores_gemma":[0.9928575,0.004394322,0.0005201813,0.0005237769,0.0003705088,0.00133382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003323749,0.000238543,0.001994915,0.0003705788,0.000009628806,0.000616621,0.4275301,0.0006350084,0.001545549,0.4994324,0.004058933,0.0635346],"study_design_scores_gemma":[0.00004376126,0.000262111,0.001547795,0.001226712,0.00001881269,0.0007503531,0.4266588,0.001909081,0.002220083,0.3459083,0.2194049,0.00004931885],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2288827,0.003278399,0.3570015,0.07186007,0.00155801,0.0007718847,0.00004989659,0.001042531,0.3355551],"genre_scores_gemma":[0.9170161,0.001254324,0.06523393,0.002517182,0.0001260289,0.0005308655,0.00002664025,0.0002117853,0.0130831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009074544,"threshold_uncertainty_score":0.03695577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2077134017041542,"score_gpt":0.5837446182862173,"score_spread":0.3760312165820631,"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."}}