{"id":"W4382539217","doi":"10.18280/mmep.100301","title":"The Influence of Styrene Butadiene Latex on Sandy Soil Reinforced by Soil Mixed Columns under Raft Foundation","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Styrene-butadiene; Raft; Geotechnical engineering; Styrene; Environmental science; Materials science; Geology; Composite material; Copolymer; Geography; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004244173,0.000221794,0.0002602892,0.0000911303,0.0001102397,0.00007150122,0.00013809,0.0001418371,0.00000292115],"category_scores_gemma":[0.0001000072,0.0001839339,0.00005256076,0.0003635472,0.00004851195,0.00008626893,0.0000331248,0.000233362,0.00002512662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003982917,"about_ca_system_score_gemma":0.00000758865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001310273,"about_ca_topic_score_gemma":0.000001616333,"domain_scores_codex":[0.9987322,0.00001062603,0.000448887,0.0001862601,0.0002468645,0.0003751565],"domain_scores_gemma":[0.9991866,0.0003600486,0.00003879547,0.0002597841,0.0000500578,0.0001046908],"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":[0.000003458541,0.000007974435,7.468889e-7,0.0004376435,0.00002738906,2.867862e-7,0.0001627837,0.986125,0.005603416,0.007274445,0.00004316438,0.0003136721],"study_design_scores_gemma":[0.0002104773,0.00004925536,0.00002858894,0.0002524043,0.00001521713,0.000001926155,0.00001936684,0.9943168,0.001435554,0.003207198,0.0002566598,0.0002065793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204315,0.00008214893,0.3784572,0.000052525,0.00007235716,0.0001505388,0.000003988458,0.0006485843,0.0001010515],"genre_scores_gemma":[0.9988229,0.0004015981,0.0004028715,0.000004528576,0.00001750767,0.00006658257,0.00002062348,0.00005789028,0.000205473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783914,"threshold_uncertainty_score":0.7500607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216953599066067,"score_gpt":0.1915755469392591,"score_spread":0.1794060109485984,"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."}}