{"id":"W2086335851","doi":"10.1002/esp.1396","title":"Experimental study of rill bank collapse","year":2006,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rill; Geology; Bank erosion; Bank; Loam; Flume; Pore water pressure; Hydrology (agriculture); Water flow; Geotechnical engineering; Water table; Erosion; Sediment; Geomorphology; Flow (mathematics); Soil water; Soil science; Groundwater; Mechanics","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":[0.0004530583,0.000416035,0.0003242791,0.0002464499,0.0003451575,0.0002147659,0.000429204,0.0003539491,0.002443385],"category_scores_gemma":[0.0006117171,0.0001897577,0.0003384384,0.0001459648,0.0003813202,0.0002593849,0.0005744222,0.0008491716,0.0003910838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331669,"about_ca_system_score_gemma":0.0002398958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874491,"about_ca_topic_score_gemma":0.001621626,"domain_scores_codex":[0.9995928,0.00005727584,0.00003059321,0.000116788,0.00008644502,0.0001160715],"domain_scores_gemma":[0.9993332,0.0001813075,0.0001006159,0.0001331735,0.0001199671,0.0001316742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001477308,0.001639396,0.004036804,0.00007342153,0.00001668507,0.0002769888,0.0002130063,0.0004462745,0.9878243,0.0001044107,0.000134527,0.003756806],"study_design_scores_gemma":[0.0002647919,0.04165458,0.05828969,0.00004663196,0.00008169215,0.0004288874,0.0004968126,0.007122712,0.8881168,0.0001156426,0.003325982,0.00005563441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982859,0.00008139243,0.0007390077,0.0000172301,0.00001171041,0.00007452838,0.0001454135,0.00002711991,0.000617628],"genre_scores_gemma":[0.9946883,0.0001731696,0.002160889,0.0001115196,0.00001384375,0.0001919148,0.0006146582,0.00002190328,0.002023811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002443385,"threshold_uncertainty_score":0.008173883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006484918092664316,"score_gpt":0.2113188300411239,"score_spread":0.2048339119484596,"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."}}