{"id":"W2153808056","doi":"10.1002/esp.1074","title":"Measurement of the spatial distribution of fluvial bedload transport velocity in both sand and gravel","year":2004,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Bed load; Geology; Geomorphology; Fluvial; Hydrology (agriculture); Hyperconcentrated flow; Spatial distribution; Sediment; Sediment transport; Geotechnical engineering; Remote sensing; Structural basin","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":[0.00009200881,0.0001219897,0.00009487019,0.001211836,0.0004007623,0.0003674795,0.0001476276,0.0001041384,0.0008880905],"category_scores_gemma":[0.0004350498,0.0001554046,0.00005698013,0.0009681942,0.0002880358,0.000119709,0.0001901658,0.0001041569,0.0002103876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007018034,"about_ca_system_score_gemma":0.0004701526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2052542,"about_ca_topic_score_gemma":0.3977121,"domain_scores_codex":[0.9999099,0.000005363287,0.000003307309,0.00002757217,0.00003311647,0.00002067963],"domain_scores_gemma":[0.9998162,0.00002479488,0.00003355044,0.00001111465,0.00007939447,0.00003503952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184192,0.00004316675,0.8679008,0.00004842069,0.00004755217,0.0001889314,0.001398219,0.001424953,0.07325855,0.0001955076,0.0003717295,0.0549038],"study_design_scores_gemma":[0.000001658412,0.00001702828,0.9971172,0.000002470676,0.00000498327,0.00004183378,0.0001201187,0.0008694943,0.001603003,0.00001586454,0.0002028739,0.000003450342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986843,0.00001983508,0.0003718928,0.00000362462,4.15414e-7,0.000004271429,0.0002707372,0.00001778422,0.0006271296],"genre_scores_gemma":[0.9980193,0.00003131724,0.000684329,0.000002156646,7.134724e-7,0.000006757403,0.0004605521,0.000004028493,0.0007907626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052542,"threshold_uncertainty_score":0.4081189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007391914494990359,"score_gpt":0.1891451843671223,"score_spread":0.1817532698721319,"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."}}