{"id":"W4411765754","doi":"10.36074/logos-09.05.2025.096","title":"EMPOWERING FUTURE ENGINEERS WITH CROSSCULTURAL COMMUNICATION: ERASMUS+, FULBRIGHT, AND ENGLISH LANGUAGE CLASSROOM ACTIVITIES","year":2025,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erasmus+; Computer science; Mathematics education; Pedagogy; Sociology; Psychology; Art","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":[0.002451621,0.0003606397,0.0002002823,0.0003410023,0.001677084,0.003055827,0.0004972485,0.0006683181,0.003724153],"category_scores_gemma":[0.002838813,0.0001155475,0.000152721,0.0002007789,0.00179646,0.00144937,0.005600572,0.0008457917,0.0004830969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009174643,"about_ca_system_score_gemma":0.003553936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182339,"about_ca_topic_score_gemma":0.007364714,"domain_scores_codex":[0.9985006,0.0008707161,0.00003638705,0.0000990917,0.0001951871,0.0002980241],"domain_scores_gemma":[0.9984586,0.0005606375,0.0001705161,0.0000846673,0.00009297075,0.0006326034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005575587,0.00317045,0.04386631,0.000749282,0.00004490429,0.001534117,0.1505198,0.0005193164,0.01640408,0.0274002,0.006585075,0.7486488],"study_design_scores_gemma":[0.0004187661,0.006076856,0.160729,0.002592559,0.0002126875,0.003669043,0.4964495,0.001957537,0.02993821,0.01776604,0.2800229,0.0001668829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667114,0.0007249007,0.001787559,0.002009086,0.00006710194,0.0000438529,0.000007239638,0.00003499126,0.02861404],"genre_scores_gemma":[0.9925591,0.0005570279,0.002155918,0.0004281074,0.00001168396,0.00005914339,0.00001130027,0.00000752116,0.004210277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724153,"threshold_uncertainty_score":0.01296562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001738708097204286,"score_gpt":0.2139173343698053,"score_spread":0.212178626272601,"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."}}