{"id":"W7027948951","doi":"","title":"Drainage and drying performance of wall assemblies","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":"Drainage; Watertable control; Drainage system (geomorphology); Work (physics); Well drainage","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001008169,0.00006477283,0.0001034111,0.00003434674,0.00001871472,0.000009469326,0.00007792804,0.00002831758,0.0002387971],"category_scores_gemma":[0.000008587022,0.0000579226,0.00001121279,0.00002544261,0.00003301762,0.0001259838,0.00002720491,0.00003457483,0.00001545915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006939395,"about_ca_system_score_gemma":0.000002305527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007987825,"about_ca_topic_score_gemma":5.281851e-7,"domain_scores_codex":[0.9996578,0.000007106295,0.0001098505,0.00005785758,0.00005219467,0.0001151786],"domain_scores_gemma":[0.9998407,0.00000765635,0.00001488831,0.0001023131,0.00001120399,0.00002324462],"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":[0.00001044024,0.000004113809,0.0007402194,0.000220299,0.00001239876,9.626327e-7,0.0009842066,0.00007698734,0.9930772,0.0003169061,0.00008126826,0.004475053],"study_design_scores_gemma":[0.0001279986,0.00005369638,0.006348403,0.00007089822,0.000006539183,0.000003275482,0.0000266094,0.005727621,0.9864625,0.0004296132,0.0006199391,0.0001228492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091449,0.00005079671,0.00003398584,0.000006598429,0.00006813023,0.00004850984,8.29251e-7,0.00009427212,0.090552],"genre_scores_gemma":[0.9972336,0.00004279337,0.002586755,0.00001227091,0.00001584058,0.000005203994,2.119922e-7,0.00001879761,0.00008453792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09046746,"threshold_uncertainty_score":0.2614661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022957195939706,"score_gpt":0.1937916985531208,"score_spread":0.1708345026134148,"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."}}