{"id":"W2050031872","doi":"10.1007/s10706-014-9778-z","title":"Influence of Pore Fluid Chemistry on the Mechanical Properties of Clay-Based Materials","year":2014,"lang":"en","type":"article","venue":"Geotechnical and Geological Engineering","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada); Okanagan College; University of Manitoba; Royal Military College of Canada; Okanagan University College; University of British Columbia, Okanagan Campus","funders":"","keywords":"Bentonite; Hydrogeology; Geotechnical engineering; Geology; Compressibility; Groundwater; Pore water pressure; Radioactive waste; Biogeosciences; Clay minerals; Mineralogy; Materials science; Engineering; Waste management; Earth 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":[0.0001853488,0.0001553614,0.0002726439,0.00002063426,0.00002059736,0.000007305617,0.000176633,0.0002253149,0.00002917016],"category_scores_gemma":[0.000324965,0.00008951436,0.0000450791,0.0001083436,0.00009900091,0.00002245726,0.00004987663,0.0002260509,0.000002108011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006416219,"about_ca_system_score_gemma":0.00000457586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004435674,"about_ca_topic_score_gemma":6.258671e-8,"domain_scores_codex":[0.999235,0.00001517309,0.0002859173,0.000139388,0.0001291937,0.0001953265],"domain_scores_gemma":[0.9995474,0.0001331412,0.00002848599,0.000204041,0.00003212007,0.00005486095],"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":[0.00001410569,0.00000994829,0.000002775284,0.0001062335,0.000006725895,7.736709e-7,0.000002427428,0.4549382,0.543809,0.0009572844,0.000005214887,0.0001473101],"study_design_scores_gemma":[0.0001320175,0.00007489126,0.0007739447,0.0001282928,0.000008585205,0.000004548425,0.000002024398,0.1962248,0.8021954,0.0001436126,0.0001972666,0.0001146645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981962,0.0000883105,0.001160425,0.0001664851,0.00002827077,0.00008306069,0.000004476236,0.0001930335,0.00007967428],"genre_scores_gemma":[0.9997125,0.00002075487,0.0001430326,0.00005094671,0.00003382689,0.00002045804,0.00000261754,0.00001115989,0.000004705373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2587134,"threshold_uncertainty_score":0.365029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007839780202044965,"score_gpt":0.1603319100904118,"score_spread":0.1524921298883669,"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."}}