{"id":"W2604352683","doi":"10.24908/pceea.v0i0.6525","title":"TEACHING AND ASSESSING “LIFELONG LEARNING” IN ENGINEERING COMMUNICATION COURSES","year":2017,"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":"University of British Columbia","funders":"","keywords":"Lifelong learning; Accreditation; Process (computing); Engineering education; Computer science; Medical education; Pedagogy; Psychology; Engineering; Engineering management; Medicine","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":[0.01174184,0.0003245952,0.0003686441,0.003457192,0.002054967,0.00454293,0.001122467,0.0008570273,0.002149295],"category_scores_gemma":[0.05065994,0.0002095176,0.0003507223,0.002380479,0.001314818,0.002298537,0.002617144,0.001409703,0.0007050766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005849556,"about_ca_system_score_gemma":0.008678189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530484,"about_ca_topic_score_gemma":0.04687404,"domain_scores_codex":[0.9862729,0.004598876,0.0008746167,0.0005583157,0.006720038,0.0009753174],"domain_scores_gemma":[0.9454721,0.0146031,0.008364642,0.001812809,0.02150978,0.008237679],"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":[0.0001606154,0.002688931,0.435955,0.0003486912,0.00004552297,0.0001613911,0.02079837,0.001614513,0.004036804,0.004387473,0.004377467,0.5254254],"study_design_scores_gemma":[0.00002823403,0.001596355,0.9209908,0.0004888052,0.00003427642,0.0002404268,0.02611353,0.005384928,0.01209434,0.004673442,0.02821095,0.0001439754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411154,0.0003746675,0.01203637,0.0007757725,0.00007289546,0.0006604136,0.0001451958,0.0001809372,0.04463831],"genre_scores_gemma":[0.9726987,0.0003112027,0.02112209,0.0001982455,0.00001972824,0.0003715499,0.0001791106,0.00002683764,0.005072593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530484,"threshold_uncertainty_score":0.06209749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005256050705938619,"score_gpt":0.2218462457586744,"score_spread":0.2165901950527357,"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."}}