{"id":"W2314901312","doi":"10.1061/40574(2001)42","title":"Case Studies of Scour and Erosion at Water Crossings","year":2001,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Flooding (psychology); Terrain; Hydrology (agriculture); Debris flow; Debris; Erosion; Flood myth; Geology; Geography; Environmental science; Geomorphology; Archaeology; Cartography; Oceanography; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00128096,0.0006460521,0.0002715854,0.001829982,0.00632349,0.001754012,0.001477235,0.002604974,0.002850075],"category_scores_gemma":[0.002953287,0.0003437824,0.0004970559,0.003042247,0.002239576,0.0008054494,0.001824854,0.001269267,0.0002526987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609065,"about_ca_system_score_gemma":0.002320656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05931884,"about_ca_topic_score_gemma":0.1607629,"domain_scores_codex":[0.9982425,0.0004962274,0.00006933599,0.0001295755,0.0005531099,0.0005091761],"domain_scores_gemma":[0.9981845,0.00070372,0.0002979843,0.0001579609,0.0002325139,0.000423296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008944436,0.00207081,0.2066528,0.0006260704,0.000199162,0.5459557,0.06410521,0.06585588,0.008499265,0.01431487,0.008703047,0.0821228],"study_design_scores_gemma":[0.0002799026,0.00454411,0.2408576,0.0006670157,0.0003077119,0.118934,0.4022862,0.0461389,0.02264521,0.01040379,0.1526332,0.0003024603],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855531,0.0001435512,0.001552217,0.0002567211,0.0000180524,0.0001641779,0.0001033252,0.00002430034,0.01218456],"genre_scores_gemma":[0.9922475,0.0004048923,0.002199582,0.00004518965,0.00001436536,0.00004007558,0.00009386814,0.000006918053,0.00494778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05931884,"threshold_uncertainty_score":0.1179472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533571067616597,"score_gpt":0.2357739508906977,"score_spread":0.2204382402145317,"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."}}