{"id":"W3181479599","doi":"10.24908/pceea.vi0.14867","title":"REMOTE LEARNING IMPACTS ON STUDENT WELLBEING","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Prince Edward Island","keywords":"Cohort; Tracking (education); Mental health; Psychology; Academic year; Medical education; Scale (ratio); Stressor; Demography; Medicine; Geography; Mathematics education; Clinical psychology; Pedagogy; Sociology; Psychiatry; Cartography","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":[0.0007932388,0.0002851498,0.0004187661,0.0008691762,0.002651031,0.00240929,0.0005581061,0.0003899342,0.005113555],"category_scores_gemma":[0.003307774,0.0001207143,0.0004941598,0.0009595637,0.0007559119,0.000548079,0.002768501,0.001074549,0.0006457804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003405471,"about_ca_system_score_gemma":0.005199015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3638204,"about_ca_topic_score_gemma":0.5718678,"domain_scores_codex":[0.9987238,0.0001489516,0.00003222682,0.0001193527,0.0004183412,0.0005572303],"domain_scores_gemma":[0.9963856,0.0002130605,0.0005168117,0.0001026065,0.0008616671,0.00192035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000248434,0.0007084543,0.9279213,0.00007640008,0.00005239631,0.0001266367,0.007431562,0.0001892764,0.0009131252,0.0001896656,0.001994223,0.06014863],"study_design_scores_gemma":[0.0000021708,0.0002153067,0.9910238,0.00002821881,0.00001403916,0.00003199864,0.006618983,0.00007525776,0.0001338614,0.00004914839,0.001791097,0.0000161234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958105,0.0001573342,0.00006486921,0.0002993213,0.00002257499,0.00002097805,0.0002861056,0.00001139122,0.003326907],"genre_scores_gemma":[0.9979221,0.0001673158,0.00006694947,0.00007245062,0.00001212158,0.000008184368,0.0001761639,0.000005001104,0.001569729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638204,"threshold_uncertainty_score":0.7234054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528887088114409,"score_gpt":0.3251651341288764,"score_spread":0.3098762632477323,"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."}}