{"id":"W2605328615","doi":"10.24908/pceea.v0i0.6447","title":"ARE MULTIDISCIPLINARY DESIGN CAPSTONE'S STUDENTS MORE INNOVATIVE THAN MONODISCIPLINARY ONES?","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multidisciplinary approach; Capstone; Rubric; Curriculum; Capstone course; Creativity; Medical education; Engineering ethics; Diversity (politics); Engineering; Psychology; Engineering management; Pedagogy; Sociology; Medicine; Computer science; Social science","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":[0.006340006,0.0003106745,0.0005837237,0.002611333,0.001470181,0.007004007,0.001002584,0.001450095,0.007923959],"category_scores_gemma":[0.03570034,0.0003467795,0.0007865903,0.001915728,0.002140226,0.003617618,0.002494739,0.001304087,0.001066905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645156,"about_ca_system_score_gemma":0.002160322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730806,"about_ca_topic_score_gemma":0.002544976,"domain_scores_codex":[0.994323,0.001204323,0.00039553,0.0007377607,0.0023561,0.0009832932],"domain_scores_gemma":[0.949891,0.01348481,0.01858424,0.002099173,0.004943795,0.01099701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731444,0.000754567,0.9120381,0.00014966,0.0001487451,0.0001789601,0.00701174,0.0001232428,0.0009226141,0.001394598,0.001350988,0.07575352],"study_design_scores_gemma":[0.00002360995,0.0003412965,0.9832097,0.0001086285,0.0000425312,0.0002767203,0.01118537,0.000179109,0.0004620481,0.001051421,0.003079263,0.00004028378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994727,0.0003473496,0.0002488586,0.0006046585,0.0000449172,0.00001778945,0.0000359747,0.000007745192,0.003965642],"genre_scores_gemma":[0.9986779,0.0001931998,0.0001950814,0.0002106424,0.00002327921,0.00002590841,0.00004509325,0.000004617579,0.0006241804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007923959,"threshold_uncertainty_score":0.03352958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478610596317593,"score_gpt":0.2561868901994446,"score_spread":0.2414007842362687,"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."}}