{"id":"W2129497589","doi":"10.24908/pceea.v0i0.3702","title":"EVALUATION METHODS FOR FINAL YEAR PRACTICE ORIENTED DESIGN COURSES","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Accreditation; Curriculum; Context (archaeology); Position (finance); Engineering ethics; Process (computing); Jurisdiction; Public relations; Political science; Engineering; Business; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1347376,0.001218321,0.001657906,0.01101376,0.00218292,0.004361057,0.002137898,0.001219376,0.01589329],"category_scores_gemma":[0.2514736,0.0007554952,0.001987539,0.006685206,0.001597928,0.002276434,0.003241784,0.001492186,0.002524005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006765601,"about_ca_system_score_gemma":0.008351895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544836,"about_ca_topic_score_gemma":0.004431181,"domain_scores_codex":[0.8412676,0.1113764,0.01549255,0.004546388,0.0252968,0.002020217],"domain_scores_gemma":[0.6278903,0.238042,0.01673087,0.01475396,0.09967849,0.002904405],"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":[0.004700509,0.002960868,0.02435371,0.005307958,0.0003513045,0.0001963793,0.0191856,0.003571336,0.003099134,0.01616691,0.008338804,0.9117675],"study_design_scores_gemma":[0.009188219,0.06022446,0.3546705,0.01478157,0.002092108,0.001424776,0.1094623,0.07724763,0.03893145,0.0668389,0.2639379,0.001200313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2510008,0.003624614,0.5072722,0.000739886,0.0007547135,0.1511044,0.003621765,0.001281209,0.08060037],"genre_scores_gemma":[0.2568688,0.000891895,0.584071,0.0002467911,0.00008276942,0.1417271,0.002102108,0.0003336427,0.01367572],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1347376,"threshold_uncertainty_score":0.7125692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03916417549061998,"score_gpt":0.3013825780343077,"score_spread":0.2622184025436878,"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."}}