{"id":"W2892132801","doi":"10.3390/su10093331","title":"Application of Wall and Insulation Materials on Green Building: A Review","year":2018,"lang":"en","type":"review","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Sustainability; Architectural engineering; Thermal insulation; Green building; Energy consumption; Embodied energy; Software deployment; Building material; Resource efficiency; Building construction; Efficient energy use; Natural resource; Zero-energy building; Construction engineering; Civil engineering; Engineering; Materials science; Nanotechnology","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":[0.0006743303,0.000926267,0.001031812,0.004407432,0.0004332406,0.001317321,0.0007485442,0.0009288751,0.004261615],"category_scores_gemma":[0.00105173,0.0003973036,0.0008203752,0.004942683,0.0003978672,0.001683643,0.0007176131,0.001037112,0.001146397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649897,"about_ca_system_score_gemma":0.00193409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738471,"about_ca_topic_score_gemma":0.003223396,"domain_scores_codex":[0.9996676,0.00005163593,0.00006347163,0.0000645371,0.0001195806,0.00003313491],"domain_scores_gemma":[0.9992461,0.000388709,0.000136058,0.0000191058,0.0001717218,0.00003832578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004624467,0.0001215409,0.0004884581,0.08669805,0.0001427659,0.0003780781,0.0002505379,0.0006848489,0.004225609,0.007185209,0.01978592,0.8799928],"study_design_scores_gemma":[0.000004143154,0.00008790204,0.001031065,0.01069589,0.0002119774,0.0009226118,0.0001590259,0.00009741791,0.001213985,0.001442289,0.9841128,0.0000208949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002779705,0.9980757,0.0001327828,0.0001454237,0.0001206845,0.000004702045,0.00002010374,0.000004748197,0.001217759],"genre_scores_gemma":[0.001042683,0.998276,0.0001798484,0.00006446736,0.00006311966,0.00000363354,0.00001992506,0.000001127976,0.0003491931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004407432,"threshold_uncertainty_score":0.01425654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929788359878279,"score_gpt":0.3235580619521463,"score_spread":0.3042601783533634,"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."}}