{"id":"W4242533383","doi":"10.1260/147807709789621248","title":"Towards Integrative Design","year":2009,"lang":"en","type":"article","venue":"International Journal of Architectural Computing","topic":"Architecture and Computational Design","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Architectural engineering; Systems engineering; 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":[0.010746,0.001419777,0.001059765,0.002229061,0.003132534,0.01238617,0.003233383,0.002708392,0.01522405],"category_scores_gemma":[0.01223113,0.000904945,0.001949405,0.001613547,0.01481409,0.01211473,0.01398302,0.004761134,0.005343933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003817434,"about_ca_system_score_gemma":0.006131748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936938,"about_ca_topic_score_gemma":0.002007721,"domain_scores_codex":[0.9915201,0.004855681,0.0003750599,0.001341626,0.001552716,0.0003547806],"domain_scores_gemma":[0.9937717,0.001873454,0.0002094292,0.002634958,0.001035118,0.0004751998],"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":[0.000009799048,0.00002480837,0.0002552179,0.0001268488,0.00002101225,0.00004172752,0.002333372,0.001473057,0.0002799099,0.965251,0.003977534,0.02620561],"study_design_scores_gemma":[0.00001044725,0.00002178798,0.0001373599,0.0001435532,0.00001375345,0.0000750839,0.00113877,0.004033916,0.0002203238,0.851875,0.1423179,0.0000121106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004697362,0.003271235,0.7806597,0.009211445,0.000644266,0.0002192209,0.0001463453,0.0009001938,0.2002502],"genre_scores_gemma":[0.1798747,0.004267822,0.7670158,0.002513215,0.0005310382,0.001142495,0.001065366,0.0009906628,0.04259884],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01522405,"threshold_uncertainty_score":0.05683094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140432918939796,"score_gpt":0.2558965494211631,"score_spread":0.2444922202317652,"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."}}