{"id":"W2895744198","doi":"10.1061/9780784481301.025","title":"Can “EDGE” be the Solution to Sustainability of Buildings in Colombian Market?","year":2018,"lang":"en","type":"article","venue":"Construction Research Congress 2018","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Operability; Upgrade; Environmental economics; Energy consumption; Sustainability; Market penetration; Efficient energy use; Excellence; Enhanced Data Rates for GSM Evolution; Business; Architectural engineering; Computer science; Engineering; Marketing; Economics; Telecommunications","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":[0.001284268,0.0003114224,0.0001645516,0.0008019926,0.002001422,0.005004314,0.0005522365,0.00109762,0.01434322],"category_scores_gemma":[0.002804307,0.0001083587,0.000161474,0.0007798508,0.001883932,0.00406695,0.001538107,0.0006773046,0.0007525607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003608169,"about_ca_system_score_gemma":0.002303659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380664,"about_ca_topic_score_gemma":0.07875798,"domain_scores_codex":[0.9989931,0.0003349759,0.00002490929,0.00008597226,0.000252016,0.0003090564],"domain_scores_gemma":[0.9990911,0.0002835666,0.0001108646,0.00006224054,0.0002727218,0.0001794646],"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":[0.0003350384,0.0002543304,0.05340234,0.001497564,0.00002282785,0.002141369,0.01931882,0.002306621,0.00626954,0.339474,0.04390227,0.5310754],"study_design_scores_gemma":[0.00002772447,0.000183662,0.09544793,0.0007258931,0.00003041067,0.0009003151,0.08805696,0.004215826,0.00228794,0.0285332,0.7794878,0.0001022825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3364902,0.006778731,0.008276606,0.03097825,0.0001968546,0.0001028491,0.0002704509,0.0001574095,0.6167487],"genre_scores_gemma":[0.9761901,0.001546172,0.004455748,0.0008127918,0.00004468394,0.00003307903,0.00008987827,0.00003377331,0.01679362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02380664,"threshold_uncertainty_score":0.04798287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772112716527856,"score_gpt":0.3299502607866815,"score_spread":0.3022291336214029,"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."}}