{"id":"W3178458404","doi":"10.24908/pceea.vi0.14857","title":"DESIGN DAYS (RE)BOOT CAMP: INTEGRATING FIRST-YEAR ENGINEERING DESIGN REMOTELY","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Online learning; Computer science; Boot camp; Multimedia; Coronavirus disease 2019 (COVID-19); Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005660768,0.000324118,0.0002978164,0.0003676855,0.0001743276,0.0001782592,0.0003481536,0.0003376488,0.00008688313],"category_scores_gemma":[0.002003862,0.0003389349,0.0001254519,0.001161799,0.00001650213,0.0003639446,0.00003459581,0.0005421519,0.0000287355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002807129,"about_ca_system_score_gemma":0.0007432569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007383075,"about_ca_topic_score_gemma":0.000623496,"domain_scores_codex":[0.9981623,0.00001184368,0.0004865633,0.0002990015,0.0004482196,0.0005920687],"domain_scores_gemma":[0.9984748,0.0001927332,0.0001593599,0.0002066686,0.0005810538,0.0003853422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009267276,0.0002112987,0.005826106,0.003708933,0.000735209,0.000003210034,0.006578608,0.6724491,0.07311615,0.009681726,0.2237594,0.003921031],"study_design_scores_gemma":[0.000916646,0.00007512046,0.03790703,0.002438816,0.000311178,0.00006960605,0.001312182,0.7416446,0.1033874,0.0007664142,0.1088795,0.002291483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4207169,0.008607,0.4039538,0.0449709,0.0793732,0.00780638,0.0003123205,0.009069552,0.02518993],"genre_scores_gemma":[0.9495941,0.00008509394,0.04815417,0.0001310304,0.0005926294,0.0001108962,0.0000275641,0.0001481755,0.001156347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5288772,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052087285806006,"score_gpt":0.1838374023183001,"score_spread":0.1733165294602401,"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."}}