{"id":"W2072717490","doi":"10.1520/gtj11102j","title":"Ko-Volume Change Characteristics of an Unsaturated Soil with Respect to Various Loading Paths","year":2003,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geotechnical engineering; Volume (thermodynamics); Geology; Soil science; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005579036,0.0002592893,0.0003708844,0.000193287,0.0001575824,0.000110996,0.0002499126,0.0001968151,0.00003596915],"category_scores_gemma":[0.0008610043,0.0002163857,0.00005511608,0.0008771804,0.00005513196,0.0002107113,0.00002356105,0.001010391,0.00001844425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100281,"about_ca_system_score_gemma":0.00006665273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837235,"about_ca_topic_score_gemma":0.000004530707,"domain_scores_codex":[0.9983695,0.00007239055,0.00049485,0.0002187013,0.000310738,0.0005338771],"domain_scores_gemma":[0.9988499,0.0001137312,0.0001365545,0.0002844101,0.0002561815,0.0003591769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005771351,0.0007548099,0.01560699,0.0004430424,0.0005394379,0.004567367,0.002483299,0.1647959,0.2189417,0.0006967257,0.001805002,0.5887886],"study_design_scores_gemma":[0.00633477,0.008560763,0.2531524,0.0054305,0.0006415371,0.02712154,0.0005727941,0.6137311,0.05207041,0.00234373,0.02448381,0.00555663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888276,0.0001221159,0.0091106,0.00006437137,0.0003576492,0.0001652344,0.00001205305,0.0005259122,0.0008144537],"genre_scores_gemma":[0.9781541,0.00001750481,0.02132634,0.00008410035,0.0003077138,0.000009842637,0.000004250278,0.00006722575,0.00002896059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.583232,"threshold_uncertainty_score":0.8823954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808503853173988,"score_gpt":0.229492102009965,"score_spread":0.2014070634782251,"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."}}