{"id":"W2114506260","doi":"10.1139/cgj-2012-0341","title":"Volumetric behavior of unsaturated soils","year":2013,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Wetting; Geotechnical engineering; Effective stress; Stress (linguistics); Materials science; Geology; Soil science; Composite material","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":[0.0002340249,0.0006036268,0.0002609897,0.001454023,0.0002278053,0.0005401429,0.0007471357,0.0003793835,0.00130127],"category_scores_gemma":[0.0007806616,0.0002061115,0.0003265724,0.0005215486,0.0004519299,0.0009685645,0.0004595792,0.0002864843,0.0002583454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472763,"about_ca_system_score_gemma":0.0005622788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403517,"about_ca_topic_score_gemma":0.002474656,"domain_scores_codex":[0.9998125,0.00002118645,0.00001076565,0.00003125492,0.00008372296,0.00004067712],"domain_scores_gemma":[0.9997765,0.00003943337,0.00005528523,0.00001926126,0.00009418256,0.00001537227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004328836,0.0000854454,0.006889541,0.0001772497,0.00002439915,0.0005381976,0.0002370587,0.6779088,0.1747386,0.07357546,0.001204817,0.06457707],"study_design_scores_gemma":[0.000005485038,0.00004482185,0.004683951,0.00003267193,0.00001494755,0.0004575872,0.00009913068,0.9490707,0.02571542,0.01432412,0.005503973,0.00004716025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2808401,0.00082091,0.6892485,0.0002308703,0.0001130835,0.0001191462,0.0005782531,0.0006967306,0.02735233],"genre_scores_gemma":[0.9784551,0.0005872135,0.01505142,0.00005087614,0.00002725027,0.00003916401,0.0002087547,0.00006339735,0.005516766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002403517,"threshold_uncertainty_score":0.004779041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008875251425496118,"score_gpt":0.1918322903662878,"score_spread":0.1829570389407917,"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."}}