{"id":"W4225271924","doi":"10.1520/stp163520210029","title":"Moisture Load for a Vinyl-Clad Wall Assembly for Selected Canadian Cities","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Moisture; Materials science; Environmental science; Geography; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008713387,0.0005092878,0.0007068948,0.0003074812,0.0001963576,0.0001387215,0.0003925278,0.0003329858,0.004114915],"category_scores_gemma":[0.0000247708,0.0004966334,0.0003327249,0.00004937229,0.00001989087,0.00007494814,0.00003755437,0.0001957626,0.00002157768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015213,"about_ca_system_score_gemma":0.000248296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0171781,"about_ca_topic_score_gemma":0.164718,"domain_scores_codex":[0.9984972,0.000006204112,0.0004141458,0.0003484125,0.0002556589,0.000478316],"domain_scores_gemma":[0.9989944,0.0001192661,0.00007836617,0.0003258601,0.0002908492,0.0001912648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002257179,0.000007198297,0.00001101601,0.002169383,0.006434533,0.00004209638,0.0004954617,0.0137039,0.03304423,0.2827951,0.6569228,0.004148629],"study_design_scores_gemma":[0.0003068882,0.00007168429,0.00002709646,0.00003262179,0.0003402904,0.00001065772,0.000007837511,0.002693801,0.001477904,0.006918598,0.987351,0.0007616015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005213175,0.002201507,0.00101559,0.001345424,0.002808866,0.003921592,0.004528701,0.001652236,0.9773129],"genre_scores_gemma":[0.07080942,0.0001338777,0.004434554,0.0007242992,0.001172271,0.0006938311,0.003637696,0.0005366809,0.9178573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3304283,"threshold_uncertainty_score":0.9997485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029505095910253,"score_gpt":0.1975699650711389,"score_spread":0.1872749141120364,"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."}}