{"id":"W2091150566","doi":"10.1023/b:nhaz.0000031316.67393.23","title":"A Breadth Averaged Numerical Model for Suspended Sediment Transport in Hooghly Estuary, East Coast of India","year":2004,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Estuary; Sediment; Sediment transport; Sink (geography); Hydrology (agriculture); Sedimentation; Environmental science; Hydrogeology; Erosion; Geology; Conservation of mass; Oceanography; Geotechnical engineering; Geomorphology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001586443,0.0001590927,0.0002612405,0.00009350957,0.00004572453,0.000008630189,0.0001799691,0.00008226653,0.0000721623],"category_scores_gemma":[0.00001430244,0.0001292244,0.0001151206,0.0002386081,0.00004851816,0.0001503542,0.00001437125,0.0002359166,0.000006041732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842008,"about_ca_system_score_gemma":0.000197899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004231039,"about_ca_topic_score_gemma":0.02478239,"domain_scores_codex":[0.9988722,0.00001396818,0.0002744434,0.0002385387,0.0002883237,0.000312582],"domain_scores_gemma":[0.9996421,0.00003113537,0.00006426123,0.000116336,0.00004614905,0.00009996872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002214161,0.0004313914,0.2684643,0.0002133533,0.00009235747,0.0001270013,0.003934529,0.345982,0.0002669426,0.001941973,0.0001443908,0.3761876],"study_design_scores_gemma":[0.002161745,0.0002479056,0.4800869,0.00003032723,0.00001960027,0.00002167595,0.0001317124,0.5136897,0.0000815171,0.003200342,0.00008486269,0.0002437068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948997,0.00011677,0.002797604,0.0002665526,0.0002549594,0.0003709774,0.0004019706,0.00003057121,0.0008608921],"genre_scores_gemma":[0.996437,0.0000130027,0.002651287,0.0001223627,0.00003233373,0.000003191888,0.0005093347,0.000005079298,0.000226484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3759439,"threshold_uncertainty_score":0.9930128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00887121819199976,"score_gpt":0.2160737467449711,"score_spread":0.2072025285529713,"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."}}