{"id":"W2097704185","doi":"10.24908/pceea.v0i0.4051","title":"MCMASTER VIRTUAL DESIGN PROJECTS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"CAD; Visibility; Animation; Cockpit; Visualization; Computer science; Engineering drawing; Virtual reality; 3D modeling; Software engineering; Computer graphics (images); Engineering; Human–computer interaction; Artificial intelligence; Aeronautics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001200034,0.001087017,0.0003289463,0.001508307,0.004806844,0.003939486,0.002511622,0.0009444751,0.163897],"category_scores_gemma":[0.001775185,0.0005880119,0.000527982,0.001674336,0.00117928,0.0009343905,0.003980375,0.001001313,0.02081038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008311918,"about_ca_system_score_gemma":0.00796123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0740262,"about_ca_topic_score_gemma":0.2991404,"domain_scores_codex":[0.9984825,0.0003016047,0.00003293399,0.0001832444,0.0007013563,0.0002983554],"domain_scores_gemma":[0.9984391,0.0001302645,0.00004128258,0.0003521013,0.0002836129,0.0007535962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000449253,0.0003222259,0.002664367,0.0002647944,0.00002894364,0.0008696967,0.003056828,0.005559735,0.004875157,0.07333773,0.6130609,0.2955103],"study_design_scores_gemma":[0.00003791122,0.00008285334,0.001488381,0.0000490543,0.000007705422,0.000173243,0.000705267,0.001049469,0.001263209,0.00250703,0.9926098,0.0000261579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03250932,0.001210881,0.02194649,0.002639669,0.000500566,0.000476472,0.003834379,0.002840152,0.9340421],"genre_scores_gemma":[0.1726343,0.001319045,0.04838751,0.0006741722,0.00006834611,0.0007891292,0.003903756,0.0008034534,0.7714202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.163897,"threshold_uncertainty_score":0.5482901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444209413594843,"score_gpt":0.1717001831360029,"score_spread":0.1572580890000544,"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."}}