{"id":"W1979689773","doi":"10.3390/su3020443","title":"Sustainable Buildings: An Ever Evolving Target","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Embodied energy; Nuclear decommissioning; Project commissioning; Architectural engineering; Ecological footprint; Component (thermodynamics); Energy consumption; Sustainability; Adaptation (eye); Bridge (graph theory); Footprint; Engineering; Environmental impact assessment; Risk analysis (engineering); Business; Publishing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002674962,0.0004622132,0.0004966453,0.0002834616,0.00071981,0.0001540881,0.001033962,0.0003661433,0.004572089],"category_scores_gemma":[0.00615388,0.0004433812,0.0002582918,0.001116433,0.0006414611,0.001747474,0.0005972591,0.0005929623,0.0000543335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108809,"about_ca_system_score_gemma":0.001533807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04704566,"about_ca_topic_score_gemma":0.0004394132,"domain_scores_codex":[0.9945506,0.000765247,0.0006180367,0.001164672,0.0006607593,0.002240657],"domain_scores_gemma":[0.9926244,0.0001414209,0.0001106838,0.001791579,0.004663828,0.000668068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005225962,0.00112928,0.06339459,0.0006052615,0.00006224529,0.0004408358,0.00593385,0.001232455,0.00002946187,0.9176019,0.0006191225,0.008428397],"study_design_scores_gemma":[0.0006322937,0.0004590494,0.04255495,0.000006609242,0.00002238787,0.00001472842,0.03206409,0.0008517404,0.001002564,0.8469524,0.07480409,0.0006350424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633182,0.0002898517,0.001257472,0.0006360421,0.0001924199,0.001095102,0.000005421906,0.0007622677,0.1324432],"genre_scores_gemma":[0.9797766,0.000004228627,0.002519374,0.0002005007,0.0001333754,0.0001806428,0.0000214152,0.00006485137,0.01709903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164584,"threshold_uncertainty_score":0.9998018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680430512792167,"score_gpt":0.2750281603336373,"score_spread":0.2582238552057156,"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."}}