{"id":"W2124979330","doi":"10.1139/l06-054","title":"Temporal variation of clear water scour at cylindrical bridge piers","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pier; Bridge scour; Bridge (graph theory); Geotechnical engineering; Sediment; Flow (mathematics); Water flow; Geology; Flood myth; Structural engineering; Engineering; Mathematics; Geometry; Geomorphology","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":[0.000235588,0.0001807035,0.0001191417,0.0006866807,0.0001683329,0.0002877457,0.0002762798,0.0001978091,0.0004548823],"category_scores_gemma":[0.001187231,0.0001273953,0.0001749315,0.0004618272,0.0001969056,0.0003748439,0.0002586041,0.0002254907,0.00008266458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840661,"about_ca_system_score_gemma":0.0001895816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842416,"about_ca_topic_score_gemma":0.005622169,"domain_scores_codex":[0.9998922,0.00001274007,0.000005344189,0.00002343167,0.00004989194,0.00001632363],"domain_scores_gemma":[0.9995881,0.0001279525,0.000102823,0.00003282936,0.0001114806,0.00003678229],"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":[0.001181093,0.0002240592,0.3047302,0.0002928262,0.0001117624,0.001733374,0.001237709,0.22864,0.3523159,0.001646416,0.0008835045,0.1070031],"study_design_scores_gemma":[0.00002626778,0.0002736565,0.3748399,0.0000157923,0.00002947988,0.0002732088,0.0003788463,0.5787029,0.04449756,0.0003179439,0.0005756476,0.00006892152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881639,0.00002766535,0.01105599,0.000009973334,0.000002641003,0.000007698319,0.0001080652,0.000112222,0.0005117106],"genre_scores_gemma":[0.9987149,0.00001185213,0.001099049,9.283715e-7,0.000001081627,0.000002485531,0.00007711819,0.000005468475,0.00008720021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003842416,"threshold_uncertainty_score":0.007640123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004802453288584748,"score_gpt":0.1635907633884687,"score_spread":0.1587883100998839,"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."}}