{"id":"W2594620430","doi":"10.24908/pceea.v0i0.6476","title":"FROM MECHANICAL ENGINEERING CAPSTONE DESIGN TO DESIGN IMPLEMENTATION","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Capstone; Engineering design process; Capstone course; Systems engineering; Engineering management; Engineering education; Experiential learning; Computer science; Rapid prototyping; Engineering; Software engineering; Mechanical engineering; Mathematics education; Mathematics","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":[0.006184998,0.001179578,0.0004752976,0.001436399,0.002138834,0.008533609,0.002642627,0.002044467,0.04332384],"category_scores_gemma":[0.01342935,0.0008935737,0.0004826369,0.001123429,0.005182802,0.00428775,0.006010443,0.005000839,0.01546098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009217074,"about_ca_system_score_gemma":0.01279204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008632344,"about_ca_topic_score_gemma":0.008900134,"domain_scores_codex":[0.9918526,0.002378975,0.000270672,0.0007339159,0.003904398,0.000859383],"domain_scores_gemma":[0.9903734,0.001780807,0.0003915008,0.001533546,0.004034804,0.001886037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001083572,0.0004377326,0.000998933,0.001266126,0.00002131424,0.0003305134,0.004199623,0.005233823,0.006531178,0.2709973,0.1169834,0.5928918],"study_design_scores_gemma":[0.00003291313,0.0002873417,0.002175578,0.001197991,0.00001140275,0.0002566659,0.00196167,0.001931585,0.007541841,0.06153042,0.9229996,0.00007307058],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01781484,0.007487268,0.2630911,0.03114248,0.002865646,0.0007416086,0.0002698375,0.003824967,0.6727623],"genre_scores_gemma":[0.3137283,0.01332072,0.2431986,0.01307059,0.001463087,0.001236449,0.0007158716,0.00203584,0.4112305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04332384,"threshold_uncertainty_score":0.1449327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060179880713323,"score_gpt":0.2678790767518028,"score_spread":0.2472772779446696,"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."}}