{"id":"W6963089562","doi":"10.18720/cubs.56.4","title":"European Thermal Insulation Technology Implementation to Green Building Concept","year":2017,"lang":"en","type":"article","venue":"Journal \"Construction of Unique Buildings and Structures\"","topic":"Construction Management and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal insulation; Building envelope; Vacuum insulated panel; Electricity; Energy consumption; Envelope (radar); Payback period; Service life","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":[0.001592885,0.0004068206,0.0001888246,0.0006853881,0.0005505266,0.001543321,0.0005062312,0.0009257959,0.002363337],"category_scores_gemma":[0.0009525919,0.0001203283,0.0004541511,0.0006042122,0.0009720539,0.001004631,0.001577213,0.0006949238,0.0004959388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173157,"about_ca_system_score_gemma":0.001491438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284329,"about_ca_topic_score_gemma":0.001218536,"domain_scores_codex":[0.9986044,0.0004341169,0.00005451179,0.0001767756,0.0005425349,0.0001877128],"domain_scores_gemma":[0.9996027,0.00006876152,0.00004481093,0.00009631748,0.0001421429,0.00004524223],"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":[0.000336929,0.0003808422,0.005485048,0.001071156,0.00008206296,0.001055616,0.00251616,0.01754149,0.09302332,0.4940762,0.006217822,0.3782133],"study_design_scores_gemma":[0.00007097755,0.001363556,0.0232367,0.0006899087,0.0001669033,0.002304833,0.001534085,0.01411483,0.1970674,0.06117087,0.6981914,0.00008844426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4156852,0.006902264,0.1468679,0.002400924,0.000829669,0.0003419214,0.0002087641,0.0005526756,0.4262106],"genre_scores_gemma":[0.9052604,0.002656865,0.05886672,0.0004033661,0.00007320848,0.0001421113,0.0001537343,0.0000672,0.03237642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002363337,"threshold_uncertainty_score":0.008511841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006203396729829489,"score_gpt":0.2571597457610591,"score_spread":0.2509563490312296,"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."}}