{"id":"W2017416149","doi":"10.1139/t06-127","title":"Molecular modeling of the mechanical behavior and interactions in dry and slightly hydrated sodium montmorillonite interlayer","year":2007,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North Dakota State University; National Science Foundation","keywords":"Montmorillonite; Molecular dynamics; Swelling; Materials science; Monolayer; Stress (linguistics); Microstructure; Clay minerals; Composite material; Geotechnical engineering; Displacement (psychology); Chemical physics; Chemical engineering; Mineralogy; Chemistry; Geology; Nanotechnology; Computational chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248655,0.0001118789,0.0001419935,0.0002189688,0.00006646248,0.00003760244,0.0001266994,0.0001272034,0.00001009658],"category_scores_gemma":[0.00003673136,0.00008924479,0.00004822038,0.0002224005,0.00003835583,0.00009296553,0.00002581951,0.0008525829,6.924976e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407758,"about_ca_system_score_gemma":0.00005929449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455937,"about_ca_topic_score_gemma":0.02128443,"domain_scores_codex":[0.9991819,0.0000204026,0.0003121269,0.0001023527,0.00009649707,0.0002866824],"domain_scores_gemma":[0.9994562,0.00002498078,0.00002690658,0.0001155679,0.00004701412,0.0003293029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001659484,0.0001564186,0.01200265,0.00009193239,0.0003049309,0.00305461,0.001282798,0.6010064,0.2787164,0.003656917,0.0004505836,0.09911042],"study_design_scores_gemma":[0.0004620051,0.0000323274,0.009097036,0.000152273,0.00004878661,0.0006060707,0.0001724308,0.9831678,0.004944927,0.0005766997,0.0005153144,0.000224377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918685,0.0003265316,0.006957253,0.0002436731,0.0003088916,0.00008509467,0.000004593813,0.00002418908,0.0001812708],"genre_scores_gemma":[0.9995669,0.00003905733,0.0002300786,0.00009526902,0.00004032433,0.000002759453,7.350364e-7,0.00001750651,0.00000743219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3821613,"threshold_uncertainty_score":0.9965746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009259632301112783,"score_gpt":0.2147101884779393,"score_spread":0.2054505561768265,"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."}}