{"id":"W1944174165","doi":"10.24908/pceea.v0i0.5720","title":"USING RUBRICS IN A CAPSTONE ENGINEERING DESIGN COURSE","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rubric; Accreditation; Capstone; Presentation (obstetrics); Engineering management; Interim; Process (computing); Computer science; Capstone course; Engineering education; Engineering; Medical education; Mathematics education; Psychology; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006617664,0.0002360145,0.0002284872,0.0004896146,0.00005102296,0.0000851089,0.0003117749,0.0001895229,0.00001094464],"category_scores_gemma":[0.0006658401,0.0002603773,0.00006088613,0.001149822,0.000009062578,0.0002567997,0.00002014095,0.0003304534,0.0000105621],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005408564,"about_ca_system_score_gemma":0.001161013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061313,"about_ca_topic_score_gemma":0.0009551664,"domain_scores_codex":[0.998576,0.000006087233,0.0004001058,0.0001780978,0.0003817595,0.0004579216],"domain_scores_gemma":[0.9989311,0.000036843,0.0001252382,0.0001208288,0.0004155909,0.0003704137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001345812,0.00007594106,0.02791109,0.0002582938,0.00008569317,3.661087e-7,0.002492107,0.9364316,0.003290013,0.002381725,0.02679215,0.0002796623],"study_design_scores_gemma":[0.0009106253,0.00002598841,0.139555,0.000807615,0.000118224,0.00003632604,0.001344585,0.8067665,0.009115365,0.0001850906,0.03971599,0.001418701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767526,0.001297373,0.003117091,0.001772431,0.01082084,0.001335731,0.00002430985,0.0007295237,0.004150039],"genre_scores_gemma":[0.9858463,0.00001443054,0.01335298,0.00006542564,0.0001609204,0.00007612346,0.000005564225,0.00007547397,0.0004027517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296651,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108245032734022,"score_gpt":0.222228944994325,"score_spread":0.2011464946669848,"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."}}