{"id":"W6999381547","doi":"","title":"Contemporary Trends in the Regenerative and Sustainable
\\nBuilt Environment:Technical and Managerial Aspects: workshop proceedings: Novel Energy for the Regenerative Built Environment: Technical and Managerial Aspects, 3-6 March 2014, Istanbul Technical University; [and] Low Carbon Buildings and Communities in the Sustainable Built Environment, 23-25 February 2015, Istanbul Technical University","year":2015,"lang":"en","type":"book","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Istanbul Teknik Üniversitesi; Bundesministerium für Wirtschaft und Technologie; İzmir Yüksek Teknoloji Enstitüsü; Trent University; Nottingham Trent University","keywords":"Work (physics); Turkish; Sustainable energy; Sustainable development; Energy (signal processing); Foundation (evidence)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001961668,0.001349924,0.001194714,0.00125496,0.002775332,0.0005978544,0.001403106,0.001143718,0.000007036099],"category_scores_gemma":[0.00009324667,0.001195894,0.0002627406,0.000539073,0.003673602,0.0008261957,0.002031253,0.002170203,3.473645e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005078752,"about_ca_system_score_gemma":0.0006474872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637848,"about_ca_topic_score_gemma":0.0003136956,"domain_scores_codex":[0.994222,0.0005994989,0.000956463,0.001727267,0.001210436,0.001284333],"domain_scores_gemma":[0.9964139,0.001428109,0.000653481,0.0009748028,0.000148829,0.0003808808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01009751,0.004077547,0.003965938,0.004318294,0.002622248,0.02138379,0.01442173,0.01282227,0.01665587,0.7991085,0.1067994,0.003726919],"study_design_scores_gemma":[0.01480472,0.002198987,0.01054126,0.001821474,0.002409221,0.00284905,0.09939172,0.005771079,0.0005692327,0.002102618,0.8528791,0.004661517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3865381,0.06496531,0.02939071,0.01258548,0.002143229,0.02318117,0.001101124,0.002585981,0.477509],"genre_scores_gemma":[0.9477359,0.003938023,0.001325493,0.00006239391,0.0005738802,0.00007906531,0.0002696203,0.0001344644,0.04588113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7970059,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211264389086641,"score_gpt":0.2074889837561318,"score_spread":0.1953763398652654,"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."}}