{"id":"W2032462111","doi":"10.1016/j.clay.2013.07.018","title":"An alternative approach for the use of DDL theory to estimate the swelling pressure of bentonites","year":2013,"lang":"en","type":"article","venue":"Applied Clay Science","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Atomic Energy of Canada Limited; Bundesministerium für Bildung und Forschung","keywords":"Swelling; Bentonite; Mineralogy; Geology; Geotechnical engineering; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003877059,0.00008856631,0.00009475237,0.00004339785,0.0001264848,0.00007336071,0.000618606,0.00002642282,0.000007197866],"category_scores_gemma":[0.00003599641,0.00004631014,0.00002347598,0.0003618651,0.0002776571,0.0001933049,0.00003437963,0.00008517999,0.000002750728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006580166,"about_ca_system_score_gemma":0.00001473535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003483812,"about_ca_topic_score_gemma":0.000001262865,"domain_scores_codex":[0.9993039,0.000008944897,0.0001321706,0.0001556568,0.0001999232,0.0001993842],"domain_scores_gemma":[0.9991431,0.0003424422,0.00003951575,0.0003320673,0.00009701637,0.00004580797],"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":[0.000007875617,0.00001165769,0.00003714034,0.00001719941,0.00001767766,1.490221e-8,0.001514851,0.8568025,0.1168698,0.01478349,0.00005831148,0.009879543],"study_design_scores_gemma":[0.00006387181,0.00001647142,0.000809725,0.000006363558,0.00001856562,3.113441e-7,0.0002966388,0.8193896,0.1774185,0.001576516,0.0003345975,0.00006875792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781489,0.0001986009,0.4179187,0.00005900098,0.000174377,0.001290312,0.00001809065,0.00008048752,0.002111558],"genre_scores_gemma":[0.9821064,0.000006252252,0.01763627,0.00004379333,0.00002865275,0.0001316904,0.000001342796,0.00001010834,0.00003547703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039575,"threshold_uncertainty_score":0.1888472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480175695535499,"score_gpt":0.26391919716157,"score_spread":0.239117440206215,"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."}}