{"id":"W1604151765","doi":"","title":"Heat recovery in building envelopes","year":2003,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; University of Alberta; U.S. Department of Energy","keywords":"Infiltration (HVAC); Péclet number; Building envelope; Heat transfer; Mechanics; Environmental science; Materials science; Thermodynamics; Thermal; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001904997,0.0003211364,0.0002884513,0.0002951619,0.0001829692,0.0003934437,0.0002810023,0.0002602869,0.001362528],"category_scores_gemma":[0.0007867984,0.0001709062,0.0002605099,0.0002781275,0.0004024121,0.000636895,0.000319508,0.0002090672,0.0003934293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232897,"about_ca_system_score_gemma":0.0001114971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392053,"about_ca_topic_score_gemma":0.0006375138,"domain_scores_codex":[0.9998641,0.00001887801,0.000005205569,0.00002639998,0.00005233277,0.00003307342],"domain_scores_gemma":[0.9998722,0.00004481665,0.00002654222,0.0000276087,0.00002324851,0.00000551207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003449032,0.0001051477,0.01333249,0.0002365415,0.00003360696,0.0005983814,0.0003839608,0.4906292,0.3641351,0.01261193,0.0005430871,0.1170456],"study_design_scores_gemma":[0.00001724111,0.0002141048,0.02538319,0.00003713838,0.00002209687,0.0006814341,0.0002236448,0.7712826,0.189528,0.00745643,0.005119889,0.00003407482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807633,0.001238929,0.1080163,0.00007285298,0.00002894425,0.00004718307,0.0001423813,0.0004990367,0.009191106],"genre_scores_gemma":[0.9975392,0.0001566811,0.001268153,0.000006567383,0.000002933885,0.000006075123,0.00005721789,0.00001777701,0.0009454796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392053,"threshold_uncertainty_score":0.004558146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0090115983780521,"score_gpt":0.1521543547317189,"score_spread":0.1431427563536668,"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."}}