{"id":"W2046042371","doi":"10.1061/(asce)0733-9429(2008)134:10(1421)","title":"Theory of Fine Sediment Infiltration into Immobile Gravel Bed","year":2008,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Infiltration (HVAC); Flume; Sediment; Geology; Sediment transport; Hydrology (agriculture); Soil science; Geomorphology; Geotechnical engineering; Flow (mathematics); Mechanics; Materials science; Physics","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":[0.0002788212,0.0005305454,0.0006085629,0.0007455741,0.0005163965,0.0009153451,0.001431304,0.001073185,0.004418796],"category_scores_gemma":[0.0008391791,0.0003058565,0.0007101484,0.0004963895,0.001085327,0.001773721,0.0006589282,0.000766577,0.0009456131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147953,"about_ca_system_score_gemma":0.0008161775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380332,"about_ca_topic_score_gemma":0.001337206,"domain_scores_codex":[0.9998487,0.0000209078,0.00000576471,0.00003333542,0.0000576197,0.00003372393],"domain_scores_gemma":[0.9998242,0.00005816403,0.00002474389,0.00001649692,0.00005368183,0.00002273946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002401345,0.00002448866,0.0006403614,0.00009037948,0.00001785989,0.0002236198,0.0001408874,0.4723524,0.003575994,0.511443,0.002069839,0.009397157],"study_design_scores_gemma":[0.00001320489,0.00003225979,0.000406258,0.00001295003,0.000009418274,0.000120506,0.00002182594,0.9009255,0.0004449201,0.0935311,0.004465864,0.00001630251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0874316,0.001964021,0.847426,0.001663653,0.000325854,0.00008109161,0.0005056928,0.0006306577,0.05997137],"genre_scores_gemma":[0.9093722,0.002472123,0.03374424,0.0004350795,0.0002946033,0.0002920705,0.0002897744,0.0002044944,0.05289548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004418796,"threshold_uncertainty_score":0.01478231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007117801207551185,"score_gpt":0.1948931641708376,"score_spread":0.1877753629632864,"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."}}