{"id":"W2130491966","doi":"10.1002/2015wr017664","title":"Channel adjustments to a succession of water pulses in gravel bed rivers","year":2015,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Flume; Sorting; Bed load; Sediment; Geology; Hydrology (agriculture); Flood myth; Sediment transport; Environmental science; Channel (broadcasting); Flow (mathematics); Flow conditions; Geotechnical engineering; Geomorphology; Mechanics","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":[0.000208385,0.0001039932,0.0002960988,0.0001781282,0.0002542807,0.0003950888,0.0002090417,0.0002574169,0.0007482002],"category_scores_gemma":[0.0003877862,0.0001307093,0.0001754748,0.0001406203,0.0003408078,0.0001715125,0.0003345974,0.0002928098,0.0000608857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362282,"about_ca_system_score_gemma":0.0001624217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003911669,"about_ca_topic_score_gemma":0.004612759,"domain_scores_codex":[0.9998968,0.00001883346,0.000005703629,0.0000295887,0.00001465096,0.00003445398],"domain_scores_gemma":[0.9997601,0.00009069167,0.00004433388,0.00001771424,0.00002751202,0.00005965007],"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":[0.004871111,0.001417767,0.2298896,0.0001853037,0.0001384208,0.0006700404,0.0008631818,0.01377525,0.7309281,0.0003029366,0.0003006193,0.01665767],"study_design_scores_gemma":[0.00005676446,0.002189383,0.9639565,0.000006401013,0.00003072234,0.00005381521,0.0004288252,0.01072942,0.02209512,0.00009823932,0.0003301776,0.00002456164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998228,0.000005674464,0.00005622748,0.000001834609,6.719645e-7,0.000003845963,0.00002108669,0.000003906297,0.00008392744],"genre_scores_gemma":[0.9997118,0.000006128743,0.0000880673,0.000005357042,9.497729e-7,0.00001112114,0.00004524919,0.000001675631,0.0001295362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003911669,"threshold_uncertainty_score":0.00777781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645944277343472,"score_gpt":0.3157911260352566,"score_spread":0.2593316832618219,"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."}}