{"id":"W2887814253","doi":"10.24908/pceea.v0i0.10311","title":"DESIGN OF A CONSISTENT INTERDISCIPLINARY AND DUAL FACULTY CAPSTONE EXPERIENCE AT THE UNIVERSITY OF MANITOBA","year":2018,"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 Manitoba","funders":"University of Toronto","keywords":"Capstone; Accreditation; Engineering education; Capstone course; Engineering ethics; Work (physics); Architecture; Medical education; Engineering; Engineering management; Pedagogy; Sociology; Medicine; Computer science; Mechanical engineering","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":[0.0001943062,0.0000893055,0.0001171696,0.0001001185,0.000112425,0.00001031864,0.0001550763,0.00008628824,0.0000214297],"category_scores_gemma":[0.000124413,0.00007727467,0.00003439186,0.0002718013,0.0001036099,0.00008313978,0.00004267781,0.00009300706,0.000002413446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732341,"about_ca_system_score_gemma":0.0001281447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864131,"about_ca_topic_score_gemma":0.002611558,"domain_scores_codex":[0.9994276,0.000004073098,0.0001657074,0.00009352479,0.0001636221,0.0001455023],"domain_scores_gemma":[0.9994164,0.00003682198,0.0001185671,0.00007530327,0.0002578841,0.00009507855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006619831,0.0003768982,0.08756269,0.005310018,0.001098504,6.091921e-7,0.1642385,0.02054917,0.4006921,0.004978026,0.3040394,0.0110879],"study_design_scores_gemma":[0.00070417,0.0001500578,0.8030724,0.0009608637,0.0002391585,0.00003380006,0.017447,0.06510384,0.08843538,0.0002644207,0.02283322,0.0007557217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969165,0.0001284038,0.0002405937,0.001069872,0.0008250633,0.0001925843,0.00002432149,0.00003689715,0.0005657866],"genre_scores_gemma":[0.9989203,0.00001571923,0.00061903,0.00001397647,0.0000623636,0.000004930531,0.000004495699,0.00001192969,0.0003472752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7155097,"threshold_uncertainty_score":0.315117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114176264421942,"score_gpt":0.2025626382189561,"score_spread":0.1914208755747366,"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."}}