{"id":"W2007934806","doi":"10.1002/9781118280492","title":"Unsaturated Soil Mechanics in Engineering Practice","year":2006,"lang":"en","type":"book","venue":"","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":567,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Soil mechanics; Uniqueness; Nonlinear system; Property (philosophy); Applied mechanics; Constitutive equation; Applied mathematics; Geotechnical engineering; Mathematics; Computer science; Calculus (dental); Engineering; Geology; Mechanical engineering; Mathematical analysis; Finite element method; Physics; Soil science; Soil water; Structural engineering; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001283459,0.0004799143,0.000408693,0.0003372481,0.00001626759,0.0000640728,0.0002044291,0.0008302088,0.00007613032],"category_scores_gemma":[0.0000559558,0.0004921445,0.00008826149,0.000269843,0.000005668294,0.0002170881,0.00002848684,0.001219383,0.0002161365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396303,"about_ca_system_score_gemma":0.0001045862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006615065,"about_ca_topic_score_gemma":0.0001340851,"domain_scores_codex":[0.9986283,0.00001167284,0.0004112337,0.0002851092,0.000242277,0.000421392],"domain_scores_gemma":[0.9993269,0.0001622401,0.00004871383,0.0003108495,0.00007687705,0.0000743852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001010134,0.00002004198,4.465087e-7,0.0003070954,0.00012511,0.0002757493,0.00004379528,0.6349909,0.0002210378,0.007445756,0.3551224,0.001437551],"study_design_scores_gemma":[0.000321699,0.00001443429,0.000003930322,0.0002344766,0.00005400107,0.00004983435,0.000009013886,0.414915,0.0002548894,0.0003970711,0.5830261,0.0007195811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002960827,0.001438386,0.003907664,0.00004458888,0.001364285,0.0002126179,0.00001966919,0.001517924,0.9914653],"genre_scores_gemma":[0.002739282,0.0004797742,0.002175966,0.0001733699,0.0007419384,0.00003949891,0.0005925302,0.0004128891,0.9926447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2279038,"threshold_uncertainty_score":0.999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005338395429449142,"score_gpt":0.1815053809264529,"score_spread":0.1761669854970038,"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."}}