{"id":"W2885679389","doi":"10.24908/pceea.v0i0.9759","title":"DESIGN DAYS BOOT CAMP: ENHANCING STUDENT MOTIVATION TO START THINKING IN ENGINEERING DESIGN TERMS IN THE FIRST YEAR","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering design process; Term (time); Process (computing); Minor (academic); Engineering education; Computer science; Design thinking; Mathematics education; Iterative design; Design education; Design process; Engineering management; Work in process; Engineering; Psychology; Human–computer interaction; Operations management; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005500672,0.001678026,0.001126877,0.001261959,0.001901535,0.004495835,0.003114845,0.00191514,0.01906696],"category_scores_gemma":[0.01772385,0.0008344909,0.0008599628,0.0005631759,0.001230977,0.002458794,0.007314956,0.003663611,0.005457421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058405,"about_ca_system_score_gemma":0.0029373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631846,"about_ca_topic_score_gemma":0.001110333,"domain_scores_codex":[0.9944325,0.002551742,0.0001700763,0.001001324,0.001106192,0.0007381073],"domain_scores_gemma":[0.9764307,0.008582335,0.001660762,0.002565409,0.001956088,0.008804681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002681979,0.06218248,0.01600384,0.001933278,0.00009151233,0.0007363717,0.02860458,0.00288777,0.06724873,0.007217239,0.04908386,0.7613283],"study_design_scores_gemma":[0.005724096,0.05393643,0.1624271,0.002314435,0.0005421618,0.002214594,0.06524657,0.06323333,0.107552,0.07073205,0.4646465,0.001430646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8332936,0.0002834065,0.1172799,0.003657904,0.000752158,0.004015766,0.0002815335,0.004445456,0.03599022],"genre_scores_gemma":[0.6937262,0.0002128581,0.2755749,0.001266347,0.0002147499,0.005750966,0.0005588636,0.0005068482,0.02218822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906696,"threshold_uncertainty_score":0.06378531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967166304243533,"score_gpt":0.2010337305808322,"score_spread":0.1910665642765887,"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."}}