{"id":"W4392438382","doi":"10.1016/j.compgeo.2024.106200","title":"Understanding structural anisotropy and mechanical properties of Na-montmorillonite with crystalline swelling and uniaxial deformation under different hydration degrees","year":2024,"lang":"en","type":"article","venue":"Computers and Geotechnics","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Australian Research Council; Queensland University of Technology","keywords":"Materials science; Anisotropy; Montmorillonite; Swelling; Ultimate tensile strength; Deformation (meteorology); Composite material","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":[0.00008123003,0.0001361342,0.0001110589,0.0001192854,0.0001013635,0.0001618349,0.000195659,0.0001986704,0.0004347834],"category_scores_gemma":[0.0001931712,0.0000935456,0.0001568321,0.0001080046,0.0001419074,0.0003461909,0.0001100842,0.0001901004,0.00004613118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207606,"about_ca_system_score_gemma":0.0002461127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877792,"about_ca_topic_score_gemma":0.007256217,"domain_scores_codex":[0.9999716,0.000002495985,0.000001879793,0.000006226951,0.000008585681,0.000009112048],"domain_scores_gemma":[0.9999521,0.00001474867,0.00001207032,0.000004344442,0.00001055041,0.000006190487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001067577,0.00006187401,0.009021193,0.0001686278,0.00003344082,0.0001280552,0.00009459292,0.0526066,0.9313316,0.0009508018,0.0001031655,0.005393336],"study_design_scores_gemma":[0.00002644809,0.0002352009,0.03788807,0.0000104377,0.00004226558,0.0001139534,0.0002250014,0.6975512,0.2613868,0.001151837,0.001333507,0.00003527742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979002,0.0001212242,0.001477624,0.00003260101,0.000002000166,0.000003069586,0.00005525705,0.00001608362,0.0003918355],"genre_scores_gemma":[0.9989948,0.00008914489,0.0007473698,0.000005133174,6.78121e-7,0.000002763779,0.00006928669,0.000003238178,0.00008757505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003877792,"threshold_uncertainty_score":0.007710457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713274072481262,"score_gpt":0.1887287652249374,"score_spread":0.1615960245001248,"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."}}