{"id":"W7039567578","doi":"","title":"Monitoring non-structural performance of exterior masonry 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":"Masonry; Durability; Documentation; Masonry veneer","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":[0.0003530668,0.0002005218,0.0002063733,0.0003779006,0.0001993226,0.0003067726,0.0002436455,0.0002711838,0.0009665521],"category_scores_gemma":[0.0007448959,0.0001524254,0.00009511921,0.0002613687,0.0001457904,0.0002637146,0.0002908333,0.0002799744,0.0003220129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008190847,"about_ca_system_score_gemma":0.00006573056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003285,"about_ca_topic_score_gemma":0.0007304156,"domain_scores_codex":[0.9996885,0.0000624382,0.00001147804,0.0000430471,0.0001622707,0.00003227216],"domain_scores_gemma":[0.9995806,0.0001546921,0.00006652173,0.00005020716,0.0001156839,0.00003237669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000311123,0.0001218663,0.04083917,0.000121529,0.00001962379,0.0002073276,0.0003118824,0.001555353,0.9123708,0.000155655,0.0002425191,0.04374313],"study_design_scores_gemma":[0.000009770562,0.001292988,0.3466143,0.00002579479,0.00003865202,0.000733815,0.0002619745,0.009768192,0.639062,0.0001613788,0.002001725,0.00002937366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948434,0.0001683243,0.003291419,0.000008253358,0.000006428347,0.000008255215,0.00006821962,0.00005205945,0.00155373],"genre_scores_gemma":[0.9963382,0.0001181511,0.002018465,0.00000843666,0.000003695647,0.000005855016,0.0001349983,0.00001930053,0.001352876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009665521,"threshold_uncertainty_score":0.003233433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071555011845609,"score_gpt":0.2079190386909456,"score_spread":0.1972034885724895,"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."}}