{"id":"W1898516576","doi":"10.24908/pceea.v0i0.3826","title":"INTEGRATED ARCHITECTURAL DESIGN: THE ROLE OF SOFTWARE IN COLLABORATING WITH ENGINEERS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering design process; Process (computing); Sustainability; Interior design; Architectural engineering; Engineering management; Engineering; Design process; Computer science; Knowledge management; Work in process; Operations management; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0239098,0.001579531,0.000999009,0.003575047,0.003553087,0.01554814,0.005076199,0.00474454,0.008222244],"category_scores_gemma":[0.03438665,0.001464512,0.001202667,0.003328179,0.01760338,0.01832938,0.01578483,0.004917108,0.003223135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293288,"about_ca_system_score_gemma":0.008006307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562316,"about_ca_topic_score_gemma":0.001642193,"domain_scores_codex":[0.9679084,0.02216079,0.001303327,0.002372245,0.00537235,0.0008827369],"domain_scores_gemma":[0.9715614,0.01532847,0.001454724,0.006567633,0.003118199,0.001969614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001204806,0.0002902054,0.003226197,0.001268082,0.0001761379,0.0005115354,0.04063972,0.01570014,0.005714327,0.5761601,0.0200396,0.3361536],"study_design_scores_gemma":[0.0001055719,0.0002444897,0.0009082608,0.001212858,0.0001079412,0.0007058239,0.006616025,0.01639883,0.001940131,0.5242781,0.447371,0.0001109061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01173729,0.002792575,0.877247,0.01138296,0.0006707535,0.0002619265,0.00006766618,0.002181176,0.09365862],"genre_scores_gemma":[0.2692076,0.003424718,0.7046171,0.002701602,0.0004332025,0.000918741,0.0003733833,0.001432299,0.01689134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0239098,"threshold_uncertainty_score":0.1264486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00528650449664834,"score_gpt":0.1554206954483011,"score_spread":0.1501341909516528,"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."}}