{"id":"W3208281385","doi":"10.1007/s12205-021-0060-7","title":"Impact of Initial Moisture Content on the Shrinkage-Swelling Behavior of Heishan Bentonite","year":2021,"lang":"en","type":"article","venue":"KSCE Journal of Civil Engineering","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Bentonite; Shrinkage; Swelling; Wetting; Water content; Materials science; Geotechnical engineering; Moisture; Composite material; Geology","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":[0.0002068116,0.0001939166,0.0003803407,0.0001511957,0.00002133221,0.00002516239,0.0001978335,0.0001008517,0.00009649315],"category_scores_gemma":[0.0001060547,0.0001392049,0.0003546376,0.0002779533,0.00001850739,0.0001191562,0.00002034972,0.0005886981,0.000001288312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007790449,"about_ca_system_score_gemma":0.00005174904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001042749,"about_ca_topic_score_gemma":0.00001780821,"domain_scores_codex":[0.9988044,0.00002100461,0.0005586575,0.00007692252,0.0003191949,0.0002198064],"domain_scores_gemma":[0.9991264,0.0001494446,0.0001563083,0.0001950262,0.0002784139,0.00009443129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003075029,0.00008993739,0.001875206,0.0001066687,0.0003712094,0.0001480007,0.0004564287,0.7751257,0.2200682,0.0001077733,0.0001934265,0.001426657],"study_design_scores_gemma":[0.002719362,0.0009659707,0.2023335,0.003082392,0.000575543,0.0008753556,0.0007553778,0.09889215,0.6881011,0.0000481146,0.0007887048,0.0008624237],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948993,0.001646598,0.002064187,0.00002825496,0.0006198206,0.00006179418,0.00001748207,0.00002943014,0.0006331885],"genre_scores_gemma":[0.9992752,0.0002278512,0.0001995454,0.000008245238,0.0002293551,0.000002204645,0.000002686244,0.00003887905,0.00001600103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6762336,"threshold_uncertainty_score":0.567661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136676666457258,"score_gpt":0.2485825888417305,"score_spread":0.2272158221771579,"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."}}