{"id":"W3092581494","doi":"10.1029/2020wr027850","title":"Bed Particle Displacements and Morphological Development in a Wandering Gravel‐Bed River","year":2020,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment; Western University; Ministry of Forests","funders":"","keywords":"Bed load; Geology; TRACER; Hydrology (agriculture); Bar (unit); Channel (broadcasting); Point bar; Flux (metallurgy); Geomorphology; Sediment transport; Sediment; Fluvial; Geotechnical engineering; Oceanography","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":[0.0001367283,0.0001086626,0.000151816,0.0005537859,0.0006275095,0.0007034778,0.0002936795,0.0001704601,0.0007590417],"category_scores_gemma":[0.0004161677,0.0001255631,0.00006859528,0.0008045959,0.000463637,0.0001789568,0.0002754786,0.0001959904,0.000118528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566422,"about_ca_system_score_gemma":0.0007966627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.517404,"about_ca_topic_score_gemma":0.7996934,"domain_scores_codex":[0.9999214,0.000007419535,0.000003391414,0.00002278735,0.00002628718,0.00001863966],"domain_scores_gemma":[0.9997624,0.00003105267,0.00004561744,0.00001075207,0.0001072161,0.00004298398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007857686,0.00004303776,0.9828153,0.000009977216,0.0000153135,0.0002224283,0.001639041,0.0006068941,0.00726905,0.00005183692,0.0001291726,0.007119194],"study_design_scores_gemma":[6.941835e-7,0.00001373186,0.9988583,9.930141e-7,0.000001685367,0.00001596727,0.0005161631,0.0003280047,0.0001552929,0.000004894419,0.000101995,0.000002247202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996226,0.000005862127,0.00004319225,0.000002503406,2.696439e-7,0.000002153231,0.00007075605,0.000003183022,0.0002495406],"genre_scores_gemma":[0.9992844,0.00001047558,0.0001058713,0.000002311804,2.320039e-7,0.000002579035,0.0001096877,0.000001293618,0.0004830281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.517404,"threshold_uncertainty_score":0.9708763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06128733094870301,"score_gpt":0.2931355082473401,"score_spread":0.2318481772986371,"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."}}