{"id":"W2115265457","doi":"10.24908/pceea.v0i0.3942","title":"CAPSTONE DESIGN PROJECTS AT THE DEPARTMENT OF MECHANICAL AND INDUSTRIAL ENGINEERING AT CONCORDIA UNIVERSITY","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capstone; Engineering; Test (biology); Engineering management; Engine department; Engineering design process; Systems engineering; Mechanical engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004823242,0.001166689,0.0003993747,0.001835987,0.006357754,0.003672966,0.001883761,0.001485494,0.05926305],"category_scores_gemma":[0.003713341,0.0008751641,0.0005306455,0.0007793249,0.002359085,0.0007516977,0.002922135,0.002527019,0.01630259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009549003,"about_ca_system_score_gemma":0.02274281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02449455,"about_ca_topic_score_gemma":0.1122683,"domain_scores_codex":[0.9963892,0.0008421713,0.0001023851,0.0004854227,0.001524452,0.0006565123],"domain_scores_gemma":[0.9909346,0.0003021829,0.0002032668,0.0004952641,0.002747069,0.005317562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005286951,0.002190675,0.01029666,0.0005418781,0.00003380655,0.001168005,0.009256831,0.003773583,0.02596861,0.02355561,0.4837839,0.4389017],"study_design_scores_gemma":[0.00005181105,0.0009807086,0.01950609,0.0001993698,0.000009561851,0.0004310912,0.004382647,0.001466614,0.01504013,0.002352849,0.9554902,0.00008885649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2532375,0.004951972,0.07214326,0.03253119,0.007264454,0.002833224,0.001542304,0.004179243,0.6213168],"genre_scores_gemma":[0.2470035,0.001456055,0.03221973,0.001503737,0.0003991656,0.0006372744,0.0007963275,0.0004602557,0.715524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05926305,"threshold_uncertainty_score":0.1982546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889993504282834,"score_gpt":0.1990812068924161,"score_spread":0.1701812718495878,"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."}}