{"id":"W2017977160","doi":"10.1016/s1001-6058(14)60002-0","title":"Impacts of ice cover on local scour around semi-circular bridge abutment","year":2014,"lang":"en","type":"article","venue":"Journal of Hydrodynamics","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of Northern British Columbia","keywords":"Flume; Bridge scour; Abutment; Geology; Cover (algebra); Geotechnical engineering; Surface finish; Flow (mathematics); Geometry; Pier; Structural engineering; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001317334,0.0002206289,0.0002400704,0.0004384999,0.00107225,0.0008779169,0.0003585365,0.0004326045,0.003501742],"category_scores_gemma":[0.0005469525,0.0001223469,0.0003336628,0.0005493705,0.0005875005,0.0003491537,0.000956299,0.0003128206,0.0003704569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010494,"about_ca_system_score_gemma":0.0008022716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06549227,"about_ca_topic_score_gemma":0.1396676,"domain_scores_codex":[0.9998496,0.00001389933,0.000005341342,0.0000174426,0.00002262255,0.0000910473],"domain_scores_gemma":[0.9996672,0.00004119814,0.00006162712,0.0000149228,0.0000774052,0.0001376011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001031743,0.0002745146,0.9629491,0.00004172467,0.000116351,0.003050584,0.001666684,0.007886168,0.01386451,0.0002253606,0.0009981696,0.007895167],"study_design_scores_gemma":[0.000006720796,0.00007780992,0.9924518,0.000008163034,0.00002470659,0.00005850218,0.003843777,0.002939088,0.0002645801,0.00003378212,0.000284666,0.000006363558],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993247,0.00000621915,0.00001074278,0.00001714642,0.000002850062,0.000001383395,0.00004477566,0.00000181912,0.0005903988],"genre_scores_gemma":[0.999711,0.00000866252,0.0000102768,0.000003555546,0.000001991173,0.000001073972,0.00005719162,0.000001125297,0.0002050593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06549227,"threshold_uncertainty_score":0.1302221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006143866925938799,"score_gpt":0.2212325613558372,"score_spread":0.2150886944298984,"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."}}