{"id":"W1943878062","doi":"","title":"Bridging the gap between building science and design studios","year":2002,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Works and Government Services Canada; Government of Canada; Australian Government; California Energy Commission; U.S. Department of Energy","keywords":"Bridging (networking); Studio; Computer science; Bridge (graph theory); Process (computing); Engineering design process; Design tool; Software engineering; Architectural engineering; Systems engineering; Engineering; Mechanical engineering; Programming language","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02009998,0.0007239377,0.001294192,0.003602044,0.001529044,0.01188975,0.002489674,0.00166727,0.01659147],"category_scores_gemma":[0.02593226,0.001429025,0.0005894442,0.003286681,0.00462029,0.006432228,0.006496814,0.004883032,0.005511974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004179415,"about_ca_system_score_gemma":0.00723907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520639,"about_ca_topic_score_gemma":0.002443527,"domain_scores_codex":[0.9842564,0.00767966,0.001111313,0.001142555,0.005297111,0.0005129449],"domain_scores_gemma":[0.9630983,0.0232887,0.001087196,0.004955936,0.004528943,0.003041067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001412487,0.0002861664,0.00131294,0.0007135345,0.00002563955,0.0001333119,0.006360048,0.005185055,0.002717899,0.4337916,0.01857559,0.530757],"study_design_scores_gemma":[0.00007368077,0.0001861378,0.002000657,0.0006498604,0.0000190214,0.0005455118,0.002586048,0.01054146,0.002005372,0.1289003,0.8524312,0.00006068461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03544263,0.01288223,0.7086144,0.01870417,0.0008389628,0.0001980624,0.0001836465,0.004105334,0.2190305],"genre_scores_gemma":[0.2441819,0.01304428,0.6741042,0.003122704,0.0007677712,0.0005828426,0.0005214094,0.003378197,0.06029679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02009998,"threshold_uncertainty_score":0.1063001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757098433944888,"score_gpt":0.1633613701574602,"score_spread":0.1457903858180113,"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."}}