{"id":"W3036063765","doi":"10.24908/pceea.vi0.14154","title":"THE “ENGINEERS HAVE FEELINGS” PROJECT: INTEGRATING MENTAL WELLNESS AND LIFELONG LEARNING SKILLS IN FIRST-YEAR UNDERGRADUATE ENGINEERING COURSES","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Feeling; Lifelong learning; Psychology; Intervention (counseling); Medical education; Perception; Coping (psychology); Student engagement; Psychological resilience; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004750597,0.0001686723,0.000169658,0.0001763191,0.0002915031,0.0001224115,0.0002368462,0.0001158885,0.000006293005],"category_scores_gemma":[0.001083729,0.0001458147,0.00005061036,0.0004628514,0.00002233906,0.0001749956,0.00003020651,0.0004493684,0.000005128687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160938,"about_ca_system_score_gemma":0.0003164786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890789,"about_ca_topic_score_gemma":0.006842003,"domain_scores_codex":[0.9987658,0.00001223424,0.0003231694,0.0002348652,0.0002404568,0.0004234687],"domain_scores_gemma":[0.9992397,0.000140266,0.0002432983,0.00006199446,0.000117023,0.0001976498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002894642,0.0001294621,0.8481549,0.0006967482,0.0002079589,8.549238e-7,0.07971876,0.007085782,0.00119553,0.03090615,0.02365803,0.008216888],"study_design_scores_gemma":[0.002290453,0.0002942867,0.6144668,0.001863473,0.0001404747,0.00003593513,0.1236409,0.09310762,0.003712824,0.000196119,0.1586303,0.00162084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734298,0.000330794,0.00001984672,0.02187256,0.001440681,0.0007648495,0.00001001074,0.00008090981,0.002050578],"genre_scores_gemma":[0.9982119,0.00007533494,0.0002002691,0.0002124428,0.0001620304,0.00007810524,0.000005551166,0.00003461845,0.001019751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2336881,"threshold_uncertainty_score":0.9976919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0064393481880614,"score_gpt":0.2644653653214559,"score_spread":0.2580260171333945,"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."}}