{"id":"W4390537439","doi":"10.35192/jjoas-n.v17i2.330","title":"Recalculating the sustainability criteria within the LEED system according to the Syrian construction conditions using the FAHP method","year":2023,"lang":"en","type":"article","venue":"Jordan Journal of Applied Science - Natural Science Series","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Rating system; Analytic hierarchy process; Sustainable development; Fuzzy logic; Pyramid (geometry); Business; Environmental economics; Environmental resource management; Computer science; Operations research; Engineering; Mathematics; Economics; Political science; Artificial intelligence","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":[0.002696187,0.0007191888,0.0004569906,0.00418938,0.0009385362,0.001830335,0.0004995962,0.0004239706,0.002658048],"category_scores_gemma":[0.005477061,0.0001743313,0.0007999994,0.002161027,0.000649854,0.0008365401,0.0009078351,0.0005013771,0.0002533962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660945,"about_ca_system_score_gemma":0.001795848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009874796,"about_ca_topic_score_gemma":0.009611331,"domain_scores_codex":[0.998733,0.0004585051,0.0001505715,0.0001202704,0.0004241826,0.0001133996],"domain_scores_gemma":[0.9980775,0.0007050085,0.0001620806,0.00009103523,0.0009210095,0.00004335936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003798417,0.0002841488,0.06993042,0.001013055,0.0004640853,0.0007875963,0.002543109,0.3155808,0.01995947,0.02818311,0.002291367,0.558583],"study_design_scores_gemma":[0.00005430533,0.0005457512,0.05625968,0.0002546081,0.0002663612,0.000380236,0.003713523,0.8967349,0.01588231,0.01657719,0.009207011,0.0001241734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798864,0.0004509691,0.3982776,0.0002278502,0.00008831221,0.0005875976,0.0003957922,0.0001661969,0.01991929],"genre_scores_gemma":[0.821889,0.0001864214,0.1758734,0.00002104265,0.00001071786,0.0002379013,0.0001879269,0.00001124828,0.001582419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009874796,"threshold_uncertainty_score":0.0196346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522720862546976,"score_gpt":0.3183170990273986,"score_spread":0.3030898904019288,"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."}}