{"id":"W6991744888","doi":"","title":"Impact of air leakage on hygrothermal and energy performance of buildings in North America.","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building envelope; Energy performance; Efficient energy use; Leakage (economics); Cover (algebra); Energy (signal processing); Envelope (radar)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000480943,0.000227452,0.0001534394,0.0002652558,0.0004250082,0.0004164073,0.0001747545,0.0002375107,0.001645277],"category_scores_gemma":[0.0006119125,0.0001486552,0.0001430778,0.0002989598,0.0003833049,0.0004315157,0.0003301644,0.0001602439,0.0003740742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006727512,"about_ca_system_score_gemma":0.0002632213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729942,"about_ca_topic_score_gemma":0.04971432,"domain_scores_codex":[0.9995298,0.0001725192,0.00001343078,0.0000515826,0.000164591,0.00006808533],"domain_scores_gemma":[0.9995042,0.0002036029,0.00006596321,0.00002673902,0.0001562981,0.00004316037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002981938,0.0004717976,0.5143853,0.0006739517,0.0002851305,0.001866321,0.004531568,0.02961497,0.3073252,0.0009504052,0.005408634,0.1315047],"study_design_scores_gemma":[0.000009998987,0.001051987,0.9538214,0.0000250137,0.00004929673,0.0004524316,0.00197917,0.003648435,0.03362625,0.0002332266,0.00507252,0.00003045062],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969587,0.0004358942,0.0003457443,0.00006011549,0.000004050486,0.000005593478,0.0001090707,0.00001877712,0.002062037],"genre_scores_gemma":[0.9985002,0.0001454144,0.0001296396,0.00002301196,0.000002080681,0.000004337224,0.0001607021,0.000006956518,0.00102766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9827006,"threshold_uncertainty_score":0.03439742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195217688328246,"score_gpt":0.196333225162451,"score_spread":0.1843810482791685,"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."}}