{"id":"W3174733844","doi":"10.24908/pceea.vi0.14971","title":"AN ADAPTED ENGINEERING DESIGN PROCESS: GUIDING TOUCHSTONES","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Memphis","keywords":"Indigenous; Engineering design process; General partnership; Engineering education; Process (computing); Engineering ethics; Space (punctuation); Engineering; Sociology; Engineering management; Architectural engineering; Political science; Computer science; Ecology; Mechanical engineering","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":[0.06130017,0.001551136,0.0007359192,0.00332156,0.01145926,0.01638897,0.004394827,0.005324235,0.006544059],"category_scores_gemma":[0.07595814,0.001321946,0.001407309,0.002346214,0.0213042,0.015275,0.02151923,0.006999128,0.002367021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01135354,"about_ca_system_score_gemma":0.02186777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004962488,"about_ca_topic_score_gemma":0.00675347,"domain_scores_codex":[0.9144648,0.06485782,0.00321233,0.004891156,0.009743022,0.002830881],"domain_scores_gemma":[0.9453228,0.02671739,0.002297354,0.01004275,0.01119627,0.00442341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001458032,0.000781253,0.004717057,0.0005708466,0.00003408089,0.001749694,0.5281816,0.003581153,0.00629315,0.2787077,0.009100324,0.1661373],"study_design_scores_gemma":[0.0001014022,0.0004525968,0.00286893,0.001877282,0.00003876724,0.001013106,0.2698002,0.01094298,0.00546712,0.2447548,0.4624684,0.0002144356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1065839,0.0006954374,0.7434189,0.02022332,0.0006412412,0.005391718,0.00009076481,0.001074894,0.1218798],"genre_scores_gemma":[0.4513454,0.000688559,0.5149783,0.002119241,0.00006024002,0.00269937,0.0001747624,0.0005669676,0.02736709],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06130017,"threshold_uncertainty_score":0.3241902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526384531953431,"score_gpt":0.2266243699326185,"score_spread":0.2113605246130842,"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."}}