{"id":"W3118104491","doi":"10.1177/1744259120980030","title":"Thermal evaluation of a highly insulated steel stud wall with vacuum insulation panels using a guarded hot box apparatus","year":2020,"lang":"en","type":"article","venue":"Journal of Building Physics","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; National Research Council Canada","funders":"","keywords":"Thermal bridge; Vacuum insulated panel; FOIL method; Composite material; Materials science; Thermal insulation; Thermal resistance; Thermal; Enhanced Data Rates for GSM Evolution; Dynamic insulation; Structural engineering; Framing (construction); Heat transfer; Engineering; Mechanics","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":[0.0003930423,0.0002011269,0.000394584,0.00004446529,0.00008105086,0.00004639088,0.0001756147,0.000106513,0.00003671664],"category_scores_gemma":[0.00004565896,0.0001672041,0.0001317729,0.0003337478,0.00003775454,0.0004419499,0.00003709731,0.0003008337,0.000001046533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470128,"about_ca_system_score_gemma":0.0002228852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000197443,"about_ca_topic_score_gemma":1.682674e-7,"domain_scores_codex":[0.99797,0.00008496349,0.0006407909,0.0001714478,0.0009462705,0.0001865284],"domain_scores_gemma":[0.9974806,0.00005043713,0.001304542,0.0001601153,0.0009026988,0.000101565],"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":[0.0004066019,0.0001240642,0.001557791,0.00006006945,0.0002134266,0.000004924108,0.001378654,0.2345328,0.7592424,0.0001329998,0.000001327173,0.002345004],"study_design_scores_gemma":[0.003425502,0.0002669739,0.0143736,0.000339991,0.0006412901,0.00001710354,0.0002175534,0.4491144,0.530735,0.0005759272,0.00003035126,0.0002623966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954429,0.0001789444,0.003960176,0.00006546816,0.00005135656,0.0001209098,0.000007652365,0.00002092304,0.0001516632],"genre_scores_gemma":[0.9978234,0.000007279156,0.001630787,0.00004433721,0.0004425484,0.000001659277,0.000007330505,0.00003860303,0.000004119623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2285074,"threshold_uncertainty_score":0.6818383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07745012430565874,"score_gpt":0.2998591877613653,"score_spread":0.2224090634557066,"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."}}