{"id":"W7127159678","doi":"10.18280/ijsse.151105","title":"Influence of Grain Size Distribution of Sand Lenses in Evaluating the Liquefaction Potential","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquefaction; Grain size; Particle-size distribution; Distribution (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413406,0.0003338875,0.0002699742,0.001023022,0.0001829333,0.0007013601,0.0001997286,0.000196,0.0006975855],"category_scores_gemma":[0.001175044,0.0001746059,0.0002734517,0.0005690839,0.00019902,0.0002832451,0.0001974403,0.0001442489,0.0001780394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509737,"about_ca_system_score_gemma":0.0001645817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009581964,"about_ca_topic_score_gemma":0.01561188,"domain_scores_codex":[0.9997234,0.00004116428,0.00003094332,0.00005831239,0.0001119992,0.00003417658],"domain_scores_gemma":[0.9991235,0.0003543237,0.0002458683,0.00003697987,0.0001556256,0.00008368729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004076265,0.0000680974,0.9277043,0.00007056793,0.00007607375,0.0004567646,0.0001673266,0.004760143,0.04853111,0.00007143443,0.0000707127,0.01761595],"study_design_scores_gemma":[0.000003599813,0.0002666619,0.9499441,0.00001380473,0.00005520182,0.0003875725,0.0004768396,0.01732632,0.03098427,0.00009023598,0.0004256326,0.00002567055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975326,0.0001741505,0.001238309,0.000007175626,0.000002646579,0.0000117021,0.0001873758,0.00002255179,0.0008234672],"genre_scores_gemma":[0.9988434,0.00006929152,0.000759161,0.00000271759,8.485321e-7,0.000003847482,0.0001083407,0.000003501349,0.0002088818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009581964,"threshold_uncertainty_score":0.01905239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004997007382917105,"score_gpt":0.2465533320535236,"score_spread":0.2415563246706064,"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."}}