{"id":"W2133498422","doi":"10.1109/fie.2004.1408745","title":"Work in progress - practical \"know-how\" in engineering: dissection labs &amp; capstone design","year":2005,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Ministero dello Sviluppo Economico","keywords":"Capstone; Engineering management; Troubleshooting; Engineering education; Engineering; Curriculum; Competence (human resources); Knowledge engineering; Manufacturing engineering; Knowledge management; Computer science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009783775,0.001217601,0.000303949,0.001965862,0.003672977,0.006636393,0.00244307,0.00214775,0.04369139],"category_scores_gemma":[0.009954175,0.0005969518,0.0003234016,0.001368064,0.004808433,0.004822267,0.005951416,0.002566333,0.01333429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003131412,"about_ca_system_score_gemma":0.007078466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240764,"about_ca_topic_score_gemma":0.002921287,"domain_scores_codex":[0.9942273,0.002281388,0.0002660532,0.000703991,0.001991417,0.0005298018],"domain_scores_gemma":[0.9907803,0.002999466,0.0005116538,0.001532919,0.001561003,0.002614677],"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":[0.0001467916,0.001012375,0.00236322,0.0007470291,0.00001079027,0.001052287,0.01890584,0.002952672,0.007896113,0.05925186,0.07790285,0.8277583],"study_design_scores_gemma":[0.0000455588,0.0006654802,0.005590993,0.0009005377,0.0000143593,0.003353812,0.01498699,0.002927761,0.01203313,0.03018105,0.9291834,0.0001169652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06631809,0.00676523,0.2754261,0.01459794,0.001118324,0.0009138775,0.0001738299,0.002643196,0.6320434],"genre_scores_gemma":[0.3830181,0.007372461,0.2378731,0.003915732,0.0004051726,0.0007538578,0.0004961829,0.0005514245,0.365614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04369139,"threshold_uncertainty_score":0.1461623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529556032613908,"score_gpt":0.3019283844280296,"score_spread":0.2666328241018905,"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."}}