{"id":"W6986926977","doi":"","title":"Researchers study effects of climate and design on wetting and drying of walls","year":2003,"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":"Wetting; Climate change; Work (physics); Air temperature","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":[0.0007551599,0.0000798765,0.0001786979,0.00005774311,0.00002688225,0.00001558,0.00004998846,0.00002909216,0.00001902066],"category_scores_gemma":[0.0002513835,0.00007039736,0.000009820823,0.00004410264,0.00003770644,0.00004913094,0.00002556585,0.00006051107,0.000001515094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209618,"about_ca_system_score_gemma":0.000004171731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004830589,"about_ca_topic_score_gemma":2.847135e-7,"domain_scores_codex":[0.9993078,0.0001506625,0.0001562401,0.00009786834,0.0001164329,0.0001709933],"domain_scores_gemma":[0.9995701,0.0002385126,0.00002577744,0.0001126566,0.00001524347,0.00003768793],"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":[0.00002991941,0.00002440825,0.0009672199,0.0006036102,0.0000304093,0.000003932207,0.0008519804,0.001004475,0.9921061,0.00007416689,0.00001697726,0.00428682],"study_design_scores_gemma":[0.0005814694,0.0003657227,0.001637276,0.0002322898,0.00001232664,0.000001117271,0.0001437425,0.0009916747,0.9957535,0.0001688499,0.00002170544,0.0000902805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963345,0.0001193342,0.0001021835,0.000005416598,0.00005077519,0.0003715566,7.244691e-7,0.00003344921,0.002982054],"genre_scores_gemma":[0.9973266,0.00009062142,0.002527775,0.00000440447,0.000007752903,0.0000115819,5.311039e-8,0.0000236433,0.000007592526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00419654,"threshold_uncertainty_score":0.2870721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033130032763883,"score_gpt":0.2587128857245937,"score_spread":0.2255828529607107,"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."}}