{"id":"W1956156008","doi":"10.24908/pceea.v0i0.3973","title":"AN ASSESSMENT TOOL FOR STUDENT DESIGN PROJECTS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grading (engineering); Weighting; Computer science; Work (physics); Context (archaeology); Mathematics education; Management science; Engineering drawing; Engineering; Mathematics; Civil engineering; Mechanical engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007826331,0.001171036,0.0006988065,0.006887704,0.0008182501,0.003093811,0.001338551,0.0009386037,0.008261993],"category_scores_gemma":[0.05063824,0.0004290508,0.000548313,0.00350977,0.0003185099,0.003633512,0.002569429,0.001219172,0.004370027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007380419,"about_ca_system_score_gemma":0.001292141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004273146,"about_ca_topic_score_gemma":0.0008725845,"domain_scores_codex":[0.9889498,0.004193283,0.001225864,0.0004435632,0.004953922,0.000233597],"domain_scores_gemma":[0.9627451,0.02112606,0.002279508,0.002873087,0.0100071,0.0009691718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001975932,0.0004542301,0.006629655,0.0005354772,0.00002303216,0.0001104724,0.002425882,0.001117367,0.005669695,0.00464271,0.02411598,0.9540779],"study_design_scores_gemma":[0.0004033018,0.003693602,0.07437439,0.00337789,0.0002254289,0.003776665,0.00579786,0.08215826,0.03313676,0.03425234,0.7582474,0.0005560631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1055413,0.000869828,0.7942072,0.001091821,0.000578446,0.00341026,0.002794091,0.02770134,0.06380565],"genre_scores_gemma":[0.1526464,0.0004977648,0.8238067,0.0001854732,0.00007845284,0.003037539,0.002293271,0.0007619023,0.01669241],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9995727,"threshold_uncertainty_score":0.04139006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543993628032858,"score_gpt":0.2834522898247105,"score_spread":0.258012353544382,"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."}}