{"id":"W4416042201","doi":"10.5206/cie-eci.v54i2.20179","title":"In Their Own Words: Student Narratives of Intercultural Engagement, Barriers, and Impact at a Canadian University","year":2025,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Transformative learning; Intercultural learning; Context (archaeology); Internationalization; Intercultural relations; Cultural diversity; Intercultural communication; Inclusion (mineral); Diversity (politics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003993682,0.0006412428,0.0004909217,0.001237786,0.02351103,0.009733227,0.002257091,0.003225146,0.003306345],"category_scores_gemma":[0.01170614,0.000344583,0.0003909831,0.002015169,0.01391018,0.004172005,0.005820539,0.005319018,0.0003589015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02464825,"about_ca_system_score_gemma":0.04148216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7670505,"about_ca_topic_score_gemma":0.8545109,"domain_scores_codex":[0.9962372,0.001473028,0.0001109663,0.0002616839,0.000846772,0.001070432],"domain_scores_gemma":[0.9936616,0.002463795,0.0006038304,0.0002156422,0.001121912,0.001933155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001455161,0.00001041044,0.003224832,0.00003037407,0.000003212916,0.0002810242,0.9872099,0.00005674174,0.0003169017,0.003011072,0.002464351,0.003376487],"study_design_scores_gemma":[9.765978e-7,0.00000880937,0.001866078,0.0000587884,0.00000439419,0.0001592387,0.9730069,0.00007046572,0.0002067282,0.0003351772,0.02425471,0.00002768019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295185,0.001254731,0.002522324,0.02981314,0.0003775861,0.0000900106,0.000376064,0.00007834767,0.0359692],"genre_scores_gemma":[0.9889694,0.0006490122,0.0006515866,0.001577781,0.00002728787,0.00003691345,0.00005576236,0.0000359746,0.007996313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7670505,"threshold_uncertainty_score":0.4686427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887147758362568,"score_gpt":0.4122582291862698,"score_spread":0.3533867516026441,"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."}}