{"id":"W1912462858","doi":"","title":"Scour depth at bridge abutments protected with a guide wall","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abutment; Geotechnical engineering; Bridge (graph theory); Bridge scour; Structural engineering; Pier; Section (typography); Engineering; Foundation (evidence); Reduction (mathematics); Geology; Geometry; 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":[0.0002284612,0.0004041074,0.0003894221,0.0003603486,0.0003292914,0.0003028917,0.0003739466,0.0004180855,0.001053145],"category_scores_gemma":[0.000577704,0.0002017915,0.0003068433,0.0002244393,0.0003698582,0.0002758663,0.0004413188,0.0003973851,0.0001980603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465108,"about_ca_system_score_gemma":0.0003198122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786092,"about_ca_topic_score_gemma":0.004830703,"domain_scores_codex":[0.9997308,0.00002042733,0.0000108511,0.00004634676,0.0001137591,0.0000777716],"domain_scores_gemma":[0.9996073,0.00008681573,0.00009152244,0.00004368451,0.00009449335,0.00007623794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007746904,0.0001167166,0.004808083,0.00006568131,0.00000897969,0.0001861795,0.0001860468,0.001977042,0.986445,0.00003180788,0.00002977429,0.00537003],"study_design_scores_gemma":[0.00006284072,0.006815421,0.08014315,0.00001924875,0.0000495635,0.000128199,0.0004341428,0.008956549,0.9027843,0.00004120334,0.0005361216,0.00002920682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99953,0.00002388116,0.0002786448,0.000002030318,0.000001528936,0.000005596274,0.00002410025,0.00001111937,0.0001230857],"genre_scores_gemma":[0.9989071,0.00003722412,0.0005226309,0.000002694485,0.000001042871,0.000005476385,0.00004166781,0.000004497021,0.0004776292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003786092,"threshold_uncertainty_score":0.007528126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146342056586857,"score_gpt":0.1755234851607004,"score_spread":0.1640600645948318,"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."}}