{"id":"W4200040334","doi":"10.1016/j.enbuild.2021.111779","title":"Sustainable underground spaces: Design, environmental control and energy conservation","year":2021,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Energy conservation; Control (management); Environmental science; Architectural engineering; Environmental planning; Civil engineering; Sustainable design; Sustainability; Engineering; Environmental engineering; Business; Computer science; Ecology","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":[0.0004289956,0.0003905707,0.0002600538,0.000529317,0.0004717957,0.002944454,0.0006836411,0.001072029,0.004940706],"category_scores_gemma":[0.0006015773,0.000200113,0.0001457443,0.000868717,0.002244103,0.001782661,0.001007911,0.0003873661,0.0005286016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506355,"about_ca_system_score_gemma":0.001187637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221305,"about_ca_topic_score_gemma":0.0030527,"domain_scores_codex":[0.9995459,0.0001519726,0.0000139454,0.00003797775,0.0001915534,0.00005864851],"domain_scores_gemma":[0.9997368,0.00009422778,0.00004318154,0.00002655967,0.00006428884,0.00003502151],"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":[0.00004821152,0.00008660291,0.0018022,0.0005717379,0.00001865742,0.0001228052,0.0005718644,0.04780588,0.006172874,0.776431,0.006791272,0.1595768],"study_design_scores_gemma":[0.00002858207,0.0003276354,0.00420001,0.0005246096,0.00005474733,0.0006118568,0.00589354,0.06666943,0.01173592,0.6300154,0.2798651,0.00007303651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.191199,0.02597856,0.4584823,0.009058735,0.0005350822,0.0001389336,0.0002850494,0.0003751019,0.3139472],"genre_scores_gemma":[0.9456002,0.005386513,0.02111382,0.0001225969,0.00009719622,0.00005814349,0.00005811478,0.00007344646,0.02749006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004940706,"threshold_uncertainty_score":0.01652837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003332594227388396,"score_gpt":0.1625944082070145,"score_spread":0.159261813979626,"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."}}