{"id":"W4415826589","doi":"10.5206/cjsotlrcacea.2025.1.16795","title":"Teaching Interculturally: A Student-Developed Framework","year":2025,"lang":"fr","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Cultural diversity; Intercultural competence; Higher education; Intercultural communication; Faculty development; Taxonomy (biology); Exploratory research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01200485,0.0007709049,0.0003693734,0.004690946,0.006415091,0.01125236,0.00310148,0.002745968,0.002522225],"category_scores_gemma":[0.005647074,0.0002821562,0.0006048748,0.002694797,0.0265481,0.008267761,0.007293029,0.003786528,0.000481094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233211,"about_ca_system_score_gemma":0.01539322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230196,"about_ca_topic_score_gemma":0.01686548,"domain_scores_codex":[0.9878032,0.009644371,0.0003863833,0.00058894,0.0008564541,0.0007208102],"domain_scores_gemma":[0.9953844,0.002136484,0.0003180688,0.0002637258,0.0009076124,0.0009896614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009569048,0.0001247172,0.002222099,0.0001560908,0.00001162319,0.0004008595,0.116557,0.0008805895,0.0002104424,0.8540162,0.001776018,0.02363472],"study_design_scores_gemma":[0.00002874868,0.000132586,0.002605084,0.0009094625,0.00002423723,0.0006674717,0.2111162,0.006106533,0.000523974,0.5284784,0.2493546,0.00005253933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1171745,0.004139487,0.3512754,0.05472825,0.0007866278,0.001129097,0.0002150178,0.0003426613,0.4702089],"genre_scores_gemma":[0.8823681,0.001940969,0.1017737,0.001309634,0.00009518407,0.0007176136,0.0001414702,0.00006273273,0.0115905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01233211,"threshold_uncertainty_score":0.08947617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708328814891259,"score_gpt":0.387091603290055,"score_spread":0.3300083151411425,"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."}}