{"id":"W3200357622","doi":"10.1108/sasbe-03-2021-0049","title":"Sustainability assessment model for heritage buildings","year":2021,"lang":"en","type":"article","venue":"Smart and Sustainable Built Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; HEC Montréal","funders":"","keywords":"Sustainability; TOPSIS; Fuzzy logic; Originality; Architectural engineering; Scale (ratio); Environmental resource management; Cultural heritage; Built environment; Decision-making models; Computer science; Environmental economics; Civil engineering; Engineering; Operations research; Environmental science; Geography; Artificial intelligence; Economics; Political science; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007669013,0.000709739,0.0003384952,0.001047982,0.0005630667,0.001865071,0.0009436436,0.0008151112,0.007367077],"category_scores_gemma":[0.001296144,0.0002036078,0.0009345693,0.0008716207,0.0003972847,0.0009736741,0.0009030982,0.0008364705,0.0009303949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349251,"about_ca_system_score_gemma":0.001902675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152559,"about_ca_topic_score_gemma":0.01507652,"domain_scores_codex":[0.9995041,0.0001524013,0.00002388614,0.00008762939,0.0001689404,0.00006308368],"domain_scores_gemma":[0.9996555,0.0001158513,0.00004826278,0.00001296856,0.0001489651,0.00001851675],"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":[0.00001940497,0.00003772303,0.001812156,0.0000879826,0.00002621349,0.0001233219,0.0001376799,0.9315302,0.0008430007,0.04333286,0.001360785,0.02068875],"study_design_scores_gemma":[0.000005800468,0.00002744161,0.0007945739,0.00003140428,0.00001551651,0.00005432957,0.0001254887,0.9768167,0.0002356795,0.01516762,0.006713367,0.00001203648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1000329,0.0009339054,0.7731606,0.001154459,0.0001368705,0.000319482,0.001539721,0.0005040024,0.122218],"genre_scores_gemma":[0.9105728,0.0008395395,0.05887986,0.0001034208,0.00004402225,0.0003857735,0.0008790955,0.00006444598,0.02823089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02152559,"threshold_uncertainty_score":0.04280061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009434016914094083,"score_gpt":0.2357754258699787,"score_spread":0.2263414089558846,"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."}}