{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394876,0.0006115052,0.000616323,0.0002945558,0.0003824674,0.0003877902,0.0005129463,0.0005136271,0.001134174],"category_scores_gemma":[0.0007710331,0.0003369474,0.0004244826,0.0002446829,0.0004299085,0.0003932574,0.0004582762,0.000397138,0.000313369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496792,"about_ca_system_score_gemma":0.0001757365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004276386,"about_ca_topic_score_gemma":0.000613181,"domain_scores_codex":[0.999544,0.0000966566,0.0000270667,0.00009178979,0.0001623334,0.0000782114],"domain_scores_gemma":[0.9994423,0.0001856732,0.0001092501,0.00009783983,0.0001064112,0.00005858732],"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":[0.0002385518,0.00003966687,0.001051933,0.00004100506,0.000009343831,0.00008178507,0.0001162457,0.0005510764,0.9963135,0.00003430489,0.00001750048,0.001505038],"study_design_scores_gemma":[0.00002060751,0.001858997,0.01284206,0.00001132756,0.0000368938,0.0001190238,0.0001265468,0.003752476,0.9805378,0.00002037873,0.0006569794,0.00001689023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961204,0.00008178435,0.003446625,0.000005761647,0.00000979336,0.00001667907,0.00004568415,0.0000540578,0.0002191574],"genre_scores_gemma":[0.9924787,0.00008622243,0.006327341,0.00001029292,0.000006540521,0.00002856065,0.0001096445,0.00003763476,0.0009149753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134174,"threshold_uncertainty_score":0.003794253,"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."}}