{"id":"W3036031325","doi":"10.24908/pceea.vi0.14190","title":"THE ROLE OF RESILIENCE ON EUDAIMONIC WELL-BEING OF FIRST-YEAR UNDERGRADUATE ENGINEERING STUDENTS","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Flourishing; Psychology; Stressor; Resilience (materials science); Psychological resilience; Scale (ratio); Population; Applied psychology; Developmental psychology; Clinical psychology; Social psychology; Demography; Geography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007566502,0.0001753382,0.0002866037,0.0007645495,0.000560904,0.0006821622,0.0002147554,0.0002212233,0.001869055],"category_scores_gemma":[0.003573,0.0001008037,0.000222884,0.0003915874,0.0005261723,0.0002574179,0.0008628918,0.0005749566,0.0001397514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647011,"about_ca_system_score_gemma":0.0006489105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007779241,"about_ca_topic_score_gemma":0.01907805,"domain_scores_codex":[0.9996445,0.00009687406,0.00002088119,0.00003624949,0.00007223924,0.0001292922],"domain_scores_gemma":[0.998087,0.0003614498,0.0005241367,0.00006393277,0.0001759895,0.0007875531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005588142,0.0001358536,0.9860429,0.00001974811,0.00002842664,0.0001044425,0.001893391,0.0000375022,0.0003953862,0.0001191572,0.000115998,0.01105131],"study_design_scores_gemma":[4.251903e-7,0.00004340816,0.9985055,0.00001306421,0.00000433298,0.0000325992,0.001209152,0.000031331,0.00002703556,0.00002098403,0.0001102083,0.000002085235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992604,0.0001251039,0.00001109598,0.00007641919,0.000002800755,0.000002021027,0.00001603184,6.232016e-7,0.0005054523],"genre_scores_gemma":[0.9998233,0.00006120049,0.00001076434,0.000008008419,0.000001312525,0.000001088191,0.00001023749,2.204346e-7,0.00008392474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007779241,"threshold_uncertainty_score":0.01546794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004819580869505473,"score_gpt":0.2595385233894366,"score_spread":0.2547189425199312,"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."}}