{"id":"W2154385426","doi":"10.24908/pceea.v0i0.3834","title":"BRIDGING THE GAP BETWEEN TWO SOLITUDES - A REVIEW OF DESIGN EDUCATION IN MECHANICAL ENGINEERING AND INDUSTRIAL DESIGN","year":2011,"lang":"en","type":"review","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Engineering ethics; Curriculum; Bridging (networking); Design education; Engineering education; Mechanical design; Industrial design; Engineering; Engineering design process; Engineering management; Mathematics education; Sociology; Pedagogy; Computer science; Psychology; Mechanical engineering; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002852841,0.0004332976,0.0009611311,0.0006739782,0.00008967626,0.0001053469,0.0006196823,0.0004003407,0.00002914109],"category_scores_gemma":[0.003512152,0.0003785543,0.0002002448,0.001174284,0.00002147924,0.0003284943,0.00004087422,0.0009307693,0.000006513731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210223,"about_ca_system_score_gemma":0.003764807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843487,"about_ca_topic_score_gemma":0.0001582737,"domain_scores_codex":[0.9977878,0.00009906341,0.001054126,0.0002962414,0.0003363139,0.0004264031],"domain_scores_gemma":[0.9976227,0.000661338,0.0008475693,0.0002416653,0.0003854076,0.000241268],"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":[0.000004914526,0.0001747537,0.0004635527,0.09743756,0.000974205,1.978619e-7,0.001474183,0.001298801,0.0000766044,0.01050681,0.07642901,0.8111594],"study_design_scores_gemma":[0.0002346107,0.00002739703,0.0004521072,0.0705064,0.001436212,0.00002530937,0.00009216653,0.001870019,0.0001642602,0.000152659,0.9241563,0.0008825467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005379474,0.9928445,0.0007150364,0.000571893,0.002313732,0.002623328,0.00003427156,0.0001042946,0.0007391764],"genre_scores_gemma":[0.003142799,0.9915547,0.003315887,0.0001284488,0.0007790343,0.00055642,0.00003259713,0.0001659441,0.0003241924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8477273,"threshold_uncertainty_score":0.9998667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07748840836873491,"score_gpt":0.2974422758976876,"score_spread":0.2199538675289527,"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."}}