{"id":"W4390043750","doi":"10.31223/x5tm36","title":"Investigation of Liquefaction Potential in Sands Mixed with Gravel","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquefaction; Silt; Geotechnical engineering; Geology; Soil liquefaction; Relative density; Environmental science; Geomorphology; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002076618,0.0003112354,0.00027228,0.001040662,0.0002726584,0.0003590148,0.0002259172,0.0002703778,0.0007812849],"category_scores_gemma":[0.0003572995,0.0001746477,0.0001782817,0.0005894739,0.0003093937,0.0002464703,0.0002421084,0.0002273922,0.0001176622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640754,"about_ca_system_score_gemma":0.0001853473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006790199,"about_ca_topic_score_gemma":0.01622609,"domain_scores_codex":[0.9997982,0.00001611241,0.00001691086,0.00003253468,0.00009797199,0.00003818835],"domain_scores_gemma":[0.9996597,0.00008093729,0.00009190344,0.00001669216,0.0001125918,0.00003825873],"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":[0.0004115176,0.00004216189,0.02603887,0.0001238642,0.00003889325,0.0005007526,0.0002820506,0.001046209,0.964181,0.00004153317,0.00003404808,0.007259161],"study_design_scores_gemma":[0.000009684068,0.001108147,0.1933902,0.00002864581,0.00009148179,0.0005125103,0.001373279,0.006530429,0.7959403,0.00004005484,0.0009458673,0.00002950064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993389,0.0001509859,0.0001938161,0.000004333158,0.000001527865,0.000004409663,0.00005872009,0.000005990271,0.0002412421],"genre_scores_gemma":[0.9990766,0.0001366207,0.0003676703,0.000004459077,0.000001104594,0.000003025469,0.00006551266,0.000002630627,0.0003424367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006790199,"threshold_uncertainty_score":0.01350135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897222290644409,"score_gpt":0.1946973202363971,"score_spread":0.175725097329953,"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."}}