{"id":"W2072999725","doi":"10.1029/2008jf001099","title":"Experimental analysis of braided channel pattern response to increased discharge","year":2009,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sinuosity; Intensity (physics); Channel (broadcasting); Flow (mathematics); Mechanics; Asymmetry; Geology; Physics; Geomorphology; Electrical engineering; Optics; Engineering","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":[0.0001675556,0.0001212896,0.0002105594,0.0001137764,0.0001525101,0.0002474291,0.0002544721,0.0001752805,0.0009564242],"category_scores_gemma":[0.0005756574,0.0001403899,0.0001384907,0.0001427282,0.0002048205,0.0001686434,0.0002263774,0.0003038968,0.00008430129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198465,"about_ca_system_score_gemma":0.0001126965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145733,"about_ca_topic_score_gemma":0.001759838,"domain_scores_codex":[0.9998671,0.00001863196,0.000008982459,0.0000377657,0.00003574317,0.00003182567],"domain_scores_gemma":[0.9996458,0.0001289724,0.00004959159,0.0000588189,0.00007524234,0.00004165668],"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":[0.0005398869,0.0001344288,0.009207524,0.00005024144,0.00002359044,0.0000822375,0.0001583383,0.008435712,0.9766244,0.0001138512,0.00006115651,0.0045686],"study_design_scores_gemma":[0.00009989759,0.003111224,0.2152509,0.000009240686,0.00005460949,0.0001343373,0.0002476524,0.1038307,0.6760481,0.0002607398,0.0008987844,0.00005378345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990074,0.00001050088,0.0007119148,0.000003576139,0.000001715543,0.000006695293,0.00007354769,0.00001404698,0.000170766],"genre_scores_gemma":[0.9991304,0.00001854347,0.0004599351,0.000004675745,7.546082e-7,0.00001422755,0.0001115614,0.000006235102,0.0002537075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001145733,"threshold_uncertainty_score":0.003199518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233598511987607,"score_gpt":0.3236871699940363,"score_spread":0.3013511848741602,"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."}}