{"id":"W2512176036","doi":"10.1177/1744259116662280","title":"On interior rehabilitation of buildings with historic facades","year":2016,"lang":"en","type":"article","venue":"Journal of Building Physics","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dynamic insulation; Thermal insulation; Durability; Brick; Moisture; Environmental science; Vacuum insulated panel; Geotechnical engineering; Civil engineering; Engineering; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0003066297,0.000163157,0.0003624766,0.0001334311,0.00002454869,0.00001879973,0.0002361633,0.00005426971,0.00002046822],"category_scores_gemma":[0.0001550253,0.00009872646,0.0001047823,0.0001240638,0.00008259391,0.0003908689,0.00001930867,0.0001244026,0.00000451055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533523,"about_ca_system_score_gemma":0.00002397827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000355056,"about_ca_topic_score_gemma":1.879582e-7,"domain_scores_codex":[0.9988974,0.00003325616,0.0004943957,0.00009754761,0.0003017207,0.0001756195],"domain_scores_gemma":[0.9990413,0.0002455253,0.0003230927,0.0001656664,0.0001671941,0.00005718955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001782162,0.00002629098,0.0001687325,0.0001357846,0.00007419067,0.000002828359,0.0003229778,0.007125229,0.9676263,0.00134356,0.0008134454,0.02218241],"study_design_scores_gemma":[0.001119933,0.001733609,0.0005600413,0.00246865,0.00005458391,0.00002691322,0.00003694498,0.0001633959,0.9867103,0.003912495,0.002919441,0.0002937086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577069,0.00009560493,0.04136171,0.000143528,0.0004425017,0.00008107257,0.000004297406,0.00004612933,0.0001182968],"genre_scores_gemma":[0.9866347,0.00003092235,0.01300247,0.00001682577,0.0002326791,0.000002593347,7.501881e-8,0.00005263931,0.00002706145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02892787,"threshold_uncertainty_score":0.4025948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008965426770475314,"score_gpt":0.2118012978414073,"score_spread":0.202835871070932,"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."}}