{"id":"W7097772968","doi":"","title":"17th Canadian Hydrotechnical Conference","year":2014,"lang":"en","type":"article","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggradation; Froude number; Alluvium; Sediment transport; Bed load; Supercritical flow; Hydrology (agriculture); Sediment; Bedform","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001310276,0.000786352,0.0004956283,0.001840031,0.003121562,0.004086365,0.001332115,0.001241661,0.2107078],"category_scores_gemma":[0.001146526,0.0003367805,0.0004278092,0.002261483,0.001170678,0.001085549,0.002120472,0.001182735,0.06877226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080762,"about_ca_system_score_gemma":0.01827952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5016623,"about_ca_topic_score_gemma":0.670448,"domain_scores_codex":[0.9989865,0.00006811507,0.00003967895,0.0001068095,0.0006655341,0.0001332971],"domain_scores_gemma":[0.998275,0.00004253002,0.00002247643,0.0001724575,0.001288948,0.0001985854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006727808,0.00008341506,0.002710217,0.0001692454,0.00001497613,0.0002899076,0.00030135,0.002015004,0.002808059,0.01424859,0.7381531,0.2391388],"study_design_scores_gemma":[0.000003785885,0.000008377682,0.001282312,0.00003720502,0.000002831355,0.00003253148,0.00006906377,0.0006667847,0.0004444585,0.0005436732,0.9969,0.000009090818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009718494,0.005767623,0.01888266,0.01177522,0.01009273,0.0003205276,0.007769199,0.002373139,0.9333003],"genre_scores_gemma":[0.02587825,0.002863469,0.008140686,0.0003779126,0.0003504685,0.00007809887,0.003610821,0.0003550548,0.9583452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7892922,"threshold_uncertainty_score":0.9974845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007885247028103936,"score_gpt":0.1931680128219706,"score_spread":0.1852827657938666,"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."}}