{"id":"W1539363731","doi":"10.24908/pceea.v0i0.3755","title":"ASPECTS OF ANALYSIS AND SYNTHESIS IN DESIGN ENGINEERING","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Computer science; Task (project management); Process (computing); Engineering design process; Systems engineering; Action (physics); Management science; Engineering; Mechanical engineering","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":[0.0178038,0.002043044,0.002029946,0.004419295,0.003151346,0.009986639,0.002088677,0.004426419,0.006913162],"category_scores_gemma":[0.02305537,0.001331225,0.002389527,0.00353578,0.03238158,0.01318819,0.00453391,0.005257362,0.002242643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005626478,"about_ca_system_score_gemma":0.0036998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315938,"about_ca_topic_score_gemma":0.002488378,"domain_scores_codex":[0.9759071,0.01523984,0.001599185,0.001915275,0.004883261,0.0004553315],"domain_scores_gemma":[0.9722403,0.02272777,0.0007219665,0.002574307,0.001490109,0.0002455632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001378938,0.000014515,0.0001029115,0.0003014782,0.00002015034,0.00005690072,0.0006671953,0.002171432,0.0001679787,0.9752209,0.001504828,0.01975802],"study_design_scores_gemma":[0.00001064087,0.00002025323,0.00005245825,0.0001930931,0.00001151769,0.00007155103,0.0001627881,0.002454439,0.000274855,0.9486226,0.04811108,0.00001467565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002419411,0.05193079,0.8038365,0.01067961,0.001657926,0.0001906785,0.00009423924,0.0003362417,0.1288547],"genre_scores_gemma":[0.2246838,0.04091135,0.6909754,0.00547189,0.003894017,0.001483795,0.0002817793,0.0005990832,0.0316989],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0178038,"threshold_uncertainty_score":0.09415662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177378869749732,"score_gpt":0.1880409079840932,"score_spread":0.1762671192865959,"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."}}