{"id":"W2095683932","doi":"10.24908/pceea.v0i0.4864","title":"Literature Review on Engineering Design Assessment Tools","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Accreditation; Competence (human resources); Engineering design process; Teamwork; Computer science; Process (computing); Task (project management); Engineering management; Engineering; Systems engineering; Medical education; Psychology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01307638,0.001529747,0.002131189,0.02568764,0.001073544,0.004253365,0.002694153,0.00180211,0.008508374],"category_scores_gemma":[0.05086092,0.0008481531,0.00154505,0.0232351,0.001421222,0.006037707,0.00169796,0.001352045,0.002270989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399438,"about_ca_system_score_gemma":0.008962088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498585,"about_ca_topic_score_gemma":0.009220188,"domain_scores_codex":[0.9852925,0.00534807,0.002762055,0.0007972702,0.005592833,0.0002072914],"domain_scores_gemma":[0.8988959,0.08168756,0.004474551,0.001110236,0.01333954,0.0004921969],"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":[0.00004791626,0.0000936126,0.0006161222,0.08135848,0.0001505612,0.000201189,0.0008681095,0.0009401651,0.0005181159,0.00598171,0.02285496,0.886369],"study_design_scores_gemma":[0.00003048036,0.0001461723,0.005062159,0.2750046,0.0006525975,0.001004344,0.002068248,0.0008210788,0.0008790097,0.009243306,0.7049849,0.0001031487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001142867,0.9779795,0.007330929,0.001664646,0.0004525301,0.0001633905,0.0002862077,0.00009423504,0.01088574],"genre_scores_gemma":[0.01014251,0.9714643,0.01465751,0.001295342,0.0002831748,0.0003103554,0.0005037638,0.00004010505,0.001302811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02568764,"threshold_uncertainty_score":0.06915534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168633326901563,"score_gpt":0.2268859460748798,"score_spread":0.2151996128058642,"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."}}