{"id":"W4404860716","doi":"10.18280/mmep.111109","title":"Numerical Simulation of Waves Propagated from Driven Piles to Nearby Structures in Basra Soil","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Computer simulation; Geotechnical engineering; Computer science; Simulation","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":[0.0001788287,0.0004000922,0.0005947426,0.0004913086,0.0006529121,0.0006887836,0.000743463,0.001377876,0.001753097],"category_scores_gemma":[0.0006892817,0.0003134556,0.0004933113,0.0005876715,0.0006822395,0.0004173723,0.0004887729,0.0006439525,0.0001666237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744324,"about_ca_system_score_gemma":0.0006244164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177366,"about_ca_topic_score_gemma":0.008266608,"domain_scores_codex":[0.9998739,0.00002607963,0.00000655219,0.00001675666,0.00003622252,0.00004042714],"domain_scores_gemma":[0.9994247,0.0003111712,0.00005380725,0.00003768759,0.00009257634,0.00008007322],"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":[0.00008058089,0.00009659974,0.001758422,0.00002874162,0.00001715045,0.0002113164,0.00006860741,0.9910619,0.004038718,0.0006262225,0.0001467629,0.001864811],"study_design_scores_gemma":[0.000008631247,0.0000419481,0.0006461156,0.000002652018,0.00000419144,0.00001664134,0.00004374401,0.9984614,0.0006171039,0.00008163344,0.00007005917,0.000005965755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799165,0.0000746072,0.01208869,0.0001222574,0.00004523158,0.0000237958,0.0001410062,0.0001294005,0.007458476],"genre_scores_gemma":[0.9955977,0.00004673842,0.002580812,0.0000106207,0.000004596261,0.00001260424,0.00007364734,0.00001251584,0.001660765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177366,"threshold_uncertainty_score":0.02341026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345691503306176,"score_gpt":0.2082542020024412,"score_spread":0.1947972869693795,"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."}}