{"id":"W116758447","doi":"","title":"Field evaluation of ventilation wetting and drying of rainscreen walls in coastal British Columbia","year":2010,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building envelope; Facade; Cladding (metalworking); Moisture; Environmental science; Cavity wall; Brick; Engineering; Ventilation (architecture); Meteorology; Geotechnical engineering; Structural engineering; Civil engineering; Geography; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001334774,0.0001177109,0.0003463715,0.0004540215,0.0001193215,0.0001272372,0.0002509355,0.0003271111,0.000102285],"category_scores_gemma":[0.0002070456,0.0002059964,0.00006557402,0.0003297,0.00008961722,0.0002485034,0.00006675165,0.0005845373,7.997737e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782977,"about_ca_system_score_gemma":0.0002311976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1258819,"about_ca_topic_score_gemma":0.4363613,"domain_scores_codex":[0.9981419,0.000293224,0.0003613849,0.0002655003,0.0006467822,0.0002911881],"domain_scores_gemma":[0.9991188,0.0001431177,0.000152943,0.0002238482,0.0002941287,0.00006716802],"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":[0.0002686734,0.00004115734,0.04674364,0.001318989,0.0001169938,0.0000719897,0.0007262524,0.0005255555,0.9379901,0.00001727442,0.0001609535,0.01201843],"study_design_scores_gemma":[0.001438628,0.0003117316,0.4136038,0.001869814,0.0001174439,0.00001176038,0.001722867,0.00454267,0.5751974,0.0002090638,0.0005240498,0.0004508006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780232,0.0001428953,0.000005207786,0.000005980772,0.0003821999,0.0005394298,0.00001472181,0.00003739012,0.020849],"genre_scores_gemma":[0.9976162,0.00008209602,0.0000300903,4.241614e-7,0.0000762545,0.000003739191,0.00004326165,0.00003830128,0.00210961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3668601,"threshold_uncertainty_score":0.8799389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216981219188322,"score_gpt":0.2599357595359783,"score_spread":0.2377659473440951,"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."}}