{"id":"W277746460","doi":"","title":"Modeling of Waves, Hydrodynamics and Sediment Transport for Protection of Wetlands at Braddock Bay, New York","year":2015,"lang":"en","type":"article","venue":"US Army Corps of Engineers: Engineer Research and Development Center (Knowledge Core)","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Wetland; Estuary; Bay mud; Sediment; Oceanography; Environmental science; Shore; Geology; Sediment transport; Erosion; Hydrology (agriculture); Geomorphology; Ecology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374681,0.0001840119,0.0003251454,0.0001940967,0.00007221326,0.000006640432,0.0001198887,0.00007177542,0.00003451253],"category_scores_gemma":[0.00003946719,0.0001551314,0.0000385204,0.0001610403,0.0001159472,0.00008316947,0.00004600059,0.0001190999,0.000004006297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003789379,"about_ca_system_score_gemma":0.0001032276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333094,"about_ca_topic_score_gemma":0.0004023805,"domain_scores_codex":[0.9985839,0.00001625418,0.0004123006,0.0002497863,0.000389132,0.0003486756],"domain_scores_gemma":[0.9993703,0.00008409968,0.0000548317,0.0001158658,0.0001008396,0.0002740652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001685966,0.0005433559,0.7846527,0.002204372,0.0006190997,0.000007556443,0.01811483,0.1560696,0.0007159449,0.0002289211,0.001497944,0.03365974],"study_design_scores_gemma":[0.003314634,0.001131844,0.04254367,0.000306561,0.00003178099,0.00001445291,0.001055959,0.9420148,0.002019223,0.0002280324,0.006929278,0.0004097611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594327,0.003093844,0.03595937,0.00002786523,0.0001428217,0.0006348463,0.00007421595,0.00001598134,0.0006183147],"genre_scores_gemma":[0.9913251,0.0002747528,0.007795703,0.000002664521,0.00003825805,0.000008804578,0.0001586108,0.00001011581,0.0003860315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7859452,"threshold_uncertainty_score":0.6326077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028092047630115,"score_gpt":0.2598590957074023,"score_spread":0.1570498909443908,"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."}}