{"id":"W2605032796","doi":"10.24908/pceea.v0i0.6451","title":"A NOVEL PROJECT-BASED MULTIDISCIPLINARY DESIGN EXPERIENCE","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multidisciplinary approach; Capstone; Capstone course; Medical education; Computer science; Project-based learning; Engineering management; Mathematics education; Psychology; Engineering; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004515332,0.001160959,0.0005843298,0.001002759,0.0035865,0.005792588,0.002092842,0.002947169,0.01165887],"category_scores_gemma":[0.009347104,0.0006245173,0.0009285551,0.0005883396,0.003236852,0.004600283,0.01123929,0.004398102,0.002449074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008903917,"about_ca_system_score_gemma":0.001157191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002331203,"about_ca_topic_score_gemma":0.0005404459,"domain_scores_codex":[0.9916754,0.004878373,0.0001836068,0.000686723,0.001868862,0.0007070492],"domain_scores_gemma":[0.9946127,0.001726949,0.0002713468,0.0006049188,0.0005012391,0.002282925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003855327,0.002476746,0.009398561,0.0008991162,0.0001166972,0.01523798,0.5832181,0.00346533,0.04726205,0.06987061,0.04629946,0.2213698],"study_design_scores_gemma":[0.0001358733,0.002256988,0.005609601,0.0004910905,0.00005191113,0.03449714,0.1502526,0.01027885,0.009772655,0.02455584,0.7617858,0.0003115797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5839739,0.0009300486,0.2772962,0.005728284,0.001099133,0.0004927093,0.000163707,0.001675545,0.1286405],"genre_scores_gemma":[0.8764601,0.0004854496,0.06262325,0.00148084,0.0001621102,0.0003011377,0.0001448218,0.0004023565,0.05793986],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01165887,"threshold_uncertainty_score":0.03900284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280754465122412,"score_gpt":0.2690840029735325,"score_spread":0.2410085564612913,"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."}}