{"id":"W3088198235","doi":"10.21608/jesaun.2019.115507","title":"GREEN BUILDING INFORMATION MODELING (BIM) AND SUSTAINABLE DEVELOPMENT CASE STUDY: UNIVERSITY OF CANADA, THE NEW ADMINISTRATIVE CAPITAL, CAIRO, EGYPT","year":2019,"lang":"en","type":"article","venue":"JES. Journal of Engineering Sciences/JES. Journal of engineering sciences","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building information modeling; Sustainable development; Green building; Capital (architecture); Environmental planning; Business; Regional science; Environmental resource management; Political science; Geography; Architectural engineering; Engineering; Operations management; Economics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003424698,0.0003262771,0.0005368526,0.0008575556,0.0003922408,0.0002686229,0.0009203841,0.00007096439,0.0000132596],"category_scores_gemma":[0.0002344048,0.0002599158,0.0001077802,0.001248916,0.0001140327,0.002237473,0.0001207923,0.0005535206,3.133104e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006192224,"about_ca_system_score_gemma":0.003021321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420424,"about_ca_topic_score_gemma":0.0006995586,"domain_scores_codex":[0.9968868,0.00003750136,0.0009904626,0.0001819358,0.001194917,0.0007083592],"domain_scores_gemma":[0.9981314,0.0002811746,0.0005367729,0.0001543112,0.0005555961,0.0003407321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001016877,0.00002053629,0.0004849176,0.0001520276,0.0001051428,0.000521352,0.003852149,0.9928097,0.0007062709,0.0007142608,0.0001024417,0.0005210117],"study_design_scores_gemma":[0.001354478,0.001081529,0.001135265,0.0006473272,0.0001180195,0.004230488,0.1081058,0.8790333,0.001601222,0.00008906202,0.00193642,0.0006670997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000421,0.001095093,0.09772507,0.0001420324,0.0006695565,0.0002301549,0.000001469714,0.00002326489,0.00007129062],"genre_scores_gemma":[0.9856573,0.0000615886,0.01409418,0.000009281394,0.0001025982,5.522933e-7,1.33529e-7,0.00001608858,0.00005826318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137765,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264765421227341,"score_gpt":0.2196330341265252,"score_spread":0.2069853799142518,"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."}}