{"id":"W1969722579","doi":"10.1002/hyp.153","title":"The role of seepage in erodibility","year":2001,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Flume; Erosion; Geotechnical engineering; Surface runoff; Hydrology (agriculture); Geology; Environmental science; Flow (mathematics); Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004316356,0.0003422947,0.000458007,0.00019334,0.0002235374,0.0006506302,0.0003127169,0.0002902962,0.003853899],"category_scores_gemma":[0.0008067061,0.0002084571,0.0001446615,0.0001094305,0.0004556763,0.0004990299,0.0003345356,0.00042137,0.0002612601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702092,"about_ca_system_score_gemma":0.0001698732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002491669,"about_ca_topic_score_gemma":0.0002614148,"domain_scores_codex":[0.9997287,0.00005774712,0.00002017747,0.00005960788,0.0000882934,0.0000454947],"domain_scores_gemma":[0.9990501,0.0004741026,0.0001906905,0.0001063027,0.0001025993,0.00007633829],"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":[0.0005619584,0.0001627735,0.002885414,0.0001046838,0.00001552415,0.0002457169,0.00003977362,0.0008392318,0.9872706,0.0001251672,0.00004068636,0.007708532],"study_design_scores_gemma":[0.00006101274,0.002408833,0.02978247,0.00001533007,0.00004096858,0.0003744851,0.00006784519,0.003707426,0.9619418,0.0002402753,0.001340833,0.00001878917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974009,0.0003673488,0.001090863,0.00001316404,0.000009354798,0.00002197477,0.00005754786,0.00002358327,0.001015257],"genre_scores_gemma":[0.9983387,0.0002559727,0.0005433882,0.00001557473,0.000006070971,0.00001256378,0.00006126595,0.000008668419,0.0007577314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003853899,"threshold_uncertainty_score":0.01289254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560243423257089,"score_gpt":0.2099613464194836,"score_spread":0.1943589121869127,"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."}}