{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008650283,0.0001268334,0.0001487135,0.000319102,0.0003645593,0.0001915399,0.0002666358,0.0001149534,0.0001307991],"category_scores_gemma":[0.001573208,0.000146842,0.0000720261,0.0006444002,0.00001522999,0.0003163492,0.00004755639,0.000255788,0.0000223064],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004952985,"about_ca_system_score_gemma":0.001582838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008280471,"about_ca_topic_score_gemma":0.003425836,"domain_scores_codex":[0.9985503,0.00001932055,0.0002766439,0.0002160277,0.0005069361,0.0004307768],"domain_scores_gemma":[0.9990857,0.00007274331,0.0002175231,0.00007704266,0.0003742648,0.0001727772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004016746,0.0004795334,0.526002,0.0008032777,0.0002569933,0.000001447186,0.04281628,0.01033198,0.001838221,0.3934301,0.02026774,0.003768395],"study_design_scores_gemma":[0.0002213936,0.000008284183,0.4625488,0.0002777352,0.00006093676,0.000001202127,0.02759252,0.000628881,0.0004559005,0.0003359852,0.5074686,0.0003997181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8363819,0.0003088871,0.000014026,0.02745569,0.002933234,0.0009226265,0.000004913971,0.0001204281,0.1318584],"genre_scores_gemma":[0.8584241,0.000057336,0.0007340956,0.0002780669,0.0002196519,0.00008527515,0.0000122119,0.0000237341,0.1401655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4872009,"threshold_uncertainty_score":0.9988668,"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."}}