{"id":"W2128021194","doi":"10.24908/pceea.v0i0.3792","title":"VIRTUAL REALITY TECHNOLOGY IN PRODUCT DESIGN AND MANUFACTURING","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Plan (archaeology); Virtual reality; Product (mathematics); Course (navigation); Product design; Process (computing); Engineering management; Manufacturing engineering; Engineering; Work (physics); Engineering design process; Computer science; Human–computer interaction; 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":[0.00119784,0.0005753082,0.0004246819,0.0008172141,0.000760634,0.003221472,0.0008199814,0.001215858,0.006694246],"category_scores_gemma":[0.001763982,0.0002769333,0.0002888831,0.001212406,0.003078109,0.001518656,0.001544512,0.0009804327,0.001396194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638348,"about_ca_system_score_gemma":0.001769142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008477977,"about_ca_topic_score_gemma":0.01034111,"domain_scores_codex":[0.9984024,0.0007990662,0.00004403651,0.0001087086,0.0005435845,0.0001021866],"domain_scores_gemma":[0.999522,0.0002698745,0.00002920117,0.00006437833,0.00007797152,0.00003664461],"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":[0.00009887829,0.00009378543,0.001784659,0.00115726,0.00005746196,0.0006146802,0.005219346,0.01646981,0.009237682,0.4339215,0.01950823,0.5118368],"study_design_scores_gemma":[0.0000287617,0.0003098229,0.003861731,0.0009682556,0.00003454978,0.002259435,0.003234631,0.0102533,0.005387099,0.08344828,0.8901261,0.00008814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04455117,0.1921428,0.3334325,0.007665854,0.00160528,0.0001321378,0.0001375805,0.0006726871,0.41966],"genre_scores_gemma":[0.54319,0.114984,0.1917824,0.001912496,0.0005493091,0.0002113381,0.0002480328,0.0002054446,0.1469169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008477977,"threshold_uncertainty_score":0.02239454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021006669665601,"score_gpt":0.1838632148091746,"score_spread":0.1736531481125186,"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."}}