{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005265509,0.0002909218,0.0002129328,0.0008276832,0.005497511,0.001889259,0.0009284057,0.001229716,0.003385739],"category_scores_gemma":[0.0009174249,0.0002006667,0.0002176467,0.002413642,0.001651824,0.0006765047,0.001190119,0.0006636401,0.0003023167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01442411,"about_ca_system_score_gemma":0.01527078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7921642,"about_ca_topic_score_gemma":0.9139269,"domain_scores_codex":[0.9994629,0.0001254934,0.00001668289,0.00004198105,0.0001656664,0.0001873878],"domain_scores_gemma":[0.999567,0.0001178207,0.00002820994,0.00002788517,0.0001298388,0.0001291364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001166682,0.0035783,0.1431516,0.00171126,0.0001601061,0.06110932,0.218917,0.1325897,0.01521945,0.109275,0.04105116,0.2720704],"study_design_scores_gemma":[0.0001666108,0.0005018365,0.1154326,0.0004266279,0.0001500558,0.002998884,0.497255,0.07955103,0.01471969,0.00511964,0.2834629,0.000215117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508581,0.0003085975,0.0023056,0.001174625,0.00001285122,0.0002545021,0.0004946671,0.00006113097,0.04453005],"genre_scores_gemma":[0.9804841,0.0003589291,0.003366303,0.00006539621,0.000002539151,0.00006184424,0.0001996998,0.00001278198,0.01544845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7921642,"threshold_uncertainty_score":0.4181195,"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."}}