{"id":"W2032187919","doi":"10.1016/j.egypro.2012.11.128","title":"The Design Process known as IDP: A Discussion","year":2012,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Energimyndigheten","keywords":"Process (computing); Design process; Curriculum; Engineering design process; Engineering; Engineering ethics; Engineering management; Process management; Computer science; Systems engineering; Architectural engineering; Sociology; Work in process; Pedagogy; Operations management; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.058034,0.001597721,0.0008153062,0.002872673,0.01285735,0.01447647,0.004179008,0.01038364,0.004107434],"category_scores_gemma":[0.0302309,0.0009235198,0.001395254,0.004153079,0.03117936,0.02834923,0.01257635,0.01373788,0.0008225917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01503309,"about_ca_system_score_gemma":0.01112487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003273289,"about_ca_topic_score_gemma":0.001848408,"domain_scores_codex":[0.9312314,0.05621659,0.001855732,0.002993514,0.005559021,0.002143638],"domain_scores_gemma":[0.9670457,0.02682031,0.0009362747,0.001364655,0.002915409,0.0009175541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004558951,0.00007933024,0.0005762502,0.000563439,0.00001151766,0.0009308588,0.2132812,0.000778435,0.001052982,0.7393011,0.006535025,0.03684433],"study_design_scores_gemma":[0.00003046955,0.00009481695,0.0005556654,0.002294797,0.00001264971,0.001209391,0.1956253,0.002124465,0.002104561,0.1542591,0.641617,0.00007179692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.07865979,0.02657233,0.4689499,0.2230174,0.004487211,0.001806849,0.0002001283,0.0002415606,0.1960649],"genre_scores_gemma":[0.8224956,0.01665751,0.1041945,0.02442542,0.001210026,0.002496533,0.0001786744,0.0004772932,0.02786449],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.058034,"threshold_uncertainty_score":0.3069168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007585318819449455,"score_gpt":0.2090318155580571,"score_spread":0.2014464967386076,"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."}}