{"id":"W6982200631","doi":"","title":"Heat, air and moisture control strategies for managing condensation in walls","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moisture; Condensation; Water vapor; Water content; Control (management)","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":[0.0001853477,0.000455381,0.000328299,0.0003704569,0.0003055041,0.0005433089,0.0005510332,0.0003366481,0.001703355],"category_scores_gemma":[0.0003934274,0.0001507752,0.0002024421,0.0001385633,0.0002920414,0.0005535904,0.0003440591,0.0002522081,0.0003379653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627646,"about_ca_system_score_gemma":0.0001604965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008244778,"about_ca_topic_score_gemma":0.001610666,"domain_scores_codex":[0.9999024,0.00001233843,0.000006832003,0.00002291112,0.00003352003,0.0000221128],"domain_scores_gemma":[0.9998283,0.00004622155,0.00003940109,0.00001446327,0.00005010822,0.00002143032],"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":[0.0007511374,0.0004011325,0.001593097,0.0004080393,0.00004974201,0.0002445732,0.0002015222,0.05625301,0.7099413,0.004429922,0.002057885,0.2236686],"study_design_scores_gemma":[0.0002882967,0.001284499,0.005697094,0.00004090227,0.0001638555,0.0002955712,0.0003052256,0.3251818,0.6489254,0.004755683,0.01297834,0.00008333001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4911744,0.004236574,0.4865347,0.000500462,0.0002915724,0.0002837167,0.0001157785,0.001750664,0.01511224],"genre_scores_gemma":[0.9760534,0.0004306491,0.02074334,0.00005635736,0.00005827641,0.00006987829,0.00003360813,0.00004043057,0.002513926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703355,"threshold_uncertainty_score":0.005698264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001910398363911,"score_gpt":0.2287677242179066,"score_spread":0.2187486202342674,"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."}}