{"id":"W3173996508","doi":"10.24908/pceea.vi0.14965","title":"LEARNING NOT BURNING (OUT): SUSTAINABLE TIME MANAGEMENT IN ENGINEERING EDUCATION","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Psychological intervention; Institution; Mental health; Psychology; Medical education; Time management; Empirical research; Applied psychology; Medicine; Computer science; Political science; Psychiatry","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":[0.002797363,0.0001771585,0.0002285758,0.000641791,0.005227884,0.004726139,0.001132615,0.0006891126,0.004465462],"category_scores_gemma":[0.005438453,0.0001253991,0.0002237805,0.001056328,0.004896088,0.001851383,0.004117896,0.001465164,0.000361333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005195368,"about_ca_system_score_gemma":0.01487852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07507161,"about_ca_topic_score_gemma":0.260384,"domain_scores_codex":[0.9976165,0.0009260448,0.00007696082,0.0001283126,0.0007395623,0.0005125804],"domain_scores_gemma":[0.9967859,0.0006060846,0.000709708,0.0001271618,0.0002547771,0.001516379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002174813,0.001420548,0.1689705,0.0009374596,0.00004535365,0.0006715856,0.1087338,0.0009684358,0.003264561,0.03088235,0.01712305,0.6667649],"study_design_scores_gemma":[0.0000241613,0.0008918573,0.5452447,0.0008864761,0.00004288576,0.000447334,0.3158811,0.0008111057,0.00260531,0.01923111,0.1138021,0.0001317751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363385,0.002012865,0.002024953,0.01321772,0.0001431394,0.00005775791,0.00006854259,0.00006782026,0.04606872],"genre_scores_gemma":[0.9949891,0.0007528401,0.001262459,0.0003885184,0.00001306703,0.00001425524,0.00002099075,0.000008946397,0.002549816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07507161,"threshold_uncertainty_score":0.1492693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004410516971949227,"score_gpt":0.230151962588011,"score_spread":0.2257414456160617,"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."}}