{"id":"W3035825432","doi":"10.24908/pceea.vi0.14185","title":"INTERNATIONAL FIELD SCHOOL FOR FIRST-YEAR ENGINEERING STUDENTS","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"Trường Đại học Trà Vinh; Vancouver Island University","keywords":"Curriculum; Pedagogy; Engineering education; Field (mathematics); Discipline; Cultural diversity; Medical education; Mathematics education; Psychology; Political science; Sociology; Engineering; Medicine; Social science; Engineering management","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":[0.001360978,0.0007340757,0.0004606878,0.001354542,0.006153474,0.003644583,0.001169495,0.0007796079,0.1151274],"category_scores_gemma":[0.001573154,0.0004977569,0.0003491559,0.0009108819,0.0006485757,0.001190646,0.002532155,0.002058564,0.02907458],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521723,"about_ca_system_score_gemma":0.005372568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005458405,"about_ca_topic_score_gemma":0.02827103,"domain_scores_codex":[0.9994167,0.00006957277,0.00002237383,0.00007602102,0.0001117238,0.0003035611],"domain_scores_gemma":[0.9953696,0.00008751627,0.0001645836,0.0001731803,0.0006476538,0.003557493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006572356,0.01943301,0.1477888,0.0005372699,0.00001789478,0.001394637,0.02673962,0.0001843981,0.01838002,0.004155509,0.2855274,0.4951842],"study_design_scores_gemma":[0.0001194567,0.003648632,0.2865244,0.0004610027,0.00001706292,0.0008419452,0.05601827,0.0001984312,0.004167526,0.001250658,0.6466902,0.00006238618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7004916,0.001214177,0.002703747,0.005705765,0.002656133,0.002776048,0.001646256,0.001002142,0.2818042],"genre_scores_gemma":[0.5392969,0.001739526,0.008250947,0.002989006,0.0005308079,0.00150175,0.002195857,0.0002688298,0.4432263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9984783,"threshold_uncertainty_score":0.3851393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004563524089934752,"score_gpt":0.1988070899480475,"score_spread":0.1942435658581128,"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."}}