{"id":"W4367317592","doi":"10.18280/mmep.100219","title":"Influence of Pile-Cap Elevation and Skewness on Clear Water Scour at Complex Bridge Piers","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elevation (ballistics); Bridge (graph theory); Bridge scour; Skewness; Pile cap; Pile; Pier; Geotechnical engineering; Geology; Forensic engineering; Environmental science; Engineering; Structural engineering; Mathematics; Statistics; Biology","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":[0.0002732547,0.0003239534,0.0003192608,0.0002038227,0.0002275195,0.0004278084,0.0002150933,0.0002476528,0.001169038],"category_scores_gemma":[0.00100563,0.0001630814,0.0003263147,0.0001669244,0.0004084724,0.0002947789,0.0004181235,0.0003354361,0.000187671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455829,"about_ca_system_score_gemma":0.0003058346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988493,"about_ca_topic_score_gemma":0.003248169,"domain_scores_codex":[0.9996707,0.00005804949,0.0000165338,0.00004645531,0.0001361058,0.000072157],"domain_scores_gemma":[0.9990771,0.0003078524,0.00021803,0.00006985838,0.0001988206,0.0001283856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001771683,0.000251519,0.04575065,0.000169166,0.00004211971,0.0004864729,0.0002292267,0.006584093,0.9367448,0.0000430982,0.00006293301,0.007864168],"study_design_scores_gemma":[0.00005248266,0.006907811,0.2229405,0.00001706094,0.0000712593,0.0002791855,0.001113226,0.01280157,0.755239,0.0001029343,0.0004219722,0.00005299285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999188,0.00002688718,0.000504985,0.000004467125,0.000002762466,0.0000102677,0.00003930446,0.000008223647,0.0002150697],"genre_scores_gemma":[0.9993987,0.00003611244,0.0003058804,0.000007027473,0.000001531297,0.000005923022,0.00005432143,0.000002464035,0.0001881632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001988493,"threshold_uncertainty_score":0.003953815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496822770474494,"score_gpt":0.2047899861307507,"score_spread":0.1798217584260057,"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."}}