{"id":"W2887490820","doi":"10.24908/pceea.v0i0.10587","title":"PROMOTING INTERCULTURAL EXCHANGE THROUGH A CORNERSTONE ENGINEERING DESIGN PROJECT","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Cornerstone; Institution; Stakeholder; Work (physics); Engineering; Project team; Engineering management; Engineering ethics; Knowledge management; Pedagogy; Sociology; Public relations; Political science; Geography; Computer science; Mechanical engineering; Systems engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004262902,0.0002956906,0.0002335807,0.0003243343,0.0001588436,0.0001428085,0.0004030315,0.0001924964,0.00005395551],"category_scores_gemma":[0.000617347,0.0002865134,0.00009530377,0.001026066,0.00002239258,0.000385176,0.00003350004,0.0003202719,0.00002898045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980885,"about_ca_system_score_gemma":0.000451726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225088,"about_ca_topic_score_gemma":0.0006418174,"domain_scores_codex":[0.998463,0.000006672472,0.0004072812,0.0002425016,0.0003429637,0.0005376129],"domain_scores_gemma":[0.9988795,0.00003873809,0.0001692555,0.0001389405,0.0005926714,0.0001808911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001090088,0.0002849326,0.009133818,0.003726125,0.001019285,7.575729e-7,0.1171715,0.0127859,0.06386268,0.008431078,0.7773623,0.006210631],"study_design_scores_gemma":[0.001158443,0.0001828584,0.05417671,0.002661584,0.0002816974,0.00008660591,0.003613402,0.2670663,0.123795,0.0001790586,0.5436686,0.003129746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378355,0.00126028,0.004098533,0.005321501,0.02463335,0.004319072,0.0000688897,0.003070609,0.01939223],"genre_scores_gemma":[0.9889973,0.00002306976,0.008613309,0.0001392835,0.0005781527,0.000228053,0.00001118052,0.00009225062,0.001317412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2542804,"threshold_uncertainty_score":0.9999587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187808400053975,"score_gpt":0.2139072167479623,"score_spread":0.2020291327474225,"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."}}