{"id":"W1806587218","doi":"10.1520/stp48424s","title":"Moisture Equilibrium and Migration in Building Materials","year":2009,"lang":"en","type":"book-chapter","venue":"ASTM International eBooks","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Moisture; Hysteresis; Equilibrium moisture content; Suction; Isothermal process; Saturation (graph theory); Humidity; Relative humidity; Materials science; Environmental science; Mechanics; Thermodynamics; Composite material; Chemistry; Mathematics; Sorption; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003157023,0.0003449385,0.0004157012,0.0007565712,0.0005836196,0.001264789,0.0006297052,0.0006215743,0.04004401],"category_scores_gemma":[0.0007664191,0.000249749,0.0002182113,0.0005904841,0.0005497938,0.001840278,0.0005044742,0.0005916677,0.01617579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468345,"about_ca_system_score_gemma":0.0004545067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000711821,"about_ca_topic_score_gemma":0.001325683,"domain_scores_codex":[0.9997512,0.00002061706,0.000007963442,0.00003849788,0.0001626367,0.00001911391],"domain_scores_gemma":[0.9998326,0.00003315253,0.00001064526,0.0000153215,0.00009365785,0.00001463594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001586445,0.0001263972,0.0009981459,0.001858616,0.00002686851,0.0006636617,0.0005363243,0.002337255,0.0642501,0.06024274,0.1976182,0.6711831],"study_design_scores_gemma":[0.00001202013,0.0001040771,0.003496346,0.000228593,0.00001218477,0.0005438834,0.0003120547,0.001240438,0.03207107,0.01625081,0.9456994,0.00002903089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04620267,0.1258883,0.01040601,0.004420364,0.008876638,0.0001475923,0.0004093694,0.0006033747,0.8030457],"genre_scores_gemma":[0.1095682,0.02652826,0.00243366,0.0003538429,0.001104318,0.0000411418,0.000285194,0.0003064439,0.8593789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04004401,"threshold_uncertainty_score":0.1339605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135526158873968,"score_gpt":0.2113266647051584,"score_spread":0.1999714031164187,"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."}}