{"id":"W4224140050","doi":"10.1029/2022jc018478","title":"The Formation of Coastal Turbidity Maximum by Tidal Pumping in Well‐Mixed Inner Shelves","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Shore; Estuary; Turbidity; Oceanography; Sediment transport; Geology; Sediment; Tidal range; Turbidity current; Current (fluid); Hydrology (agriculture); Geomorphology; Geotechnical engineering; Sedimentary depositional environment","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":[0.002907403,0.00008752265,0.0001955991,0.00009025467,0.0003619526,0.00004887328,0.0005756498,0.00002820904,0.0002282285],"category_scores_gemma":[0.0002249737,0.00006201003,0.0001091055,0.0004980547,0.0002042624,0.0003797923,0.0008525597,0.0008853666,0.00003958109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383037,"about_ca_system_score_gemma":0.00005221247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005453901,"about_ca_topic_score_gemma":0.001648022,"domain_scores_codex":[0.9968241,0.0005107733,0.0004983462,0.0001233557,0.001628275,0.000415083],"domain_scores_gemma":[0.9989108,0.0005186301,0.0002256997,0.000174486,0.00005285864,0.0001175213],"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":[0.006101761,0.006625574,0.1936747,0.0003585969,0.0002286738,0.0005280969,0.01134268,0.04556879,0.2905226,0.00270074,0.2852314,0.1571164],"study_design_scores_gemma":[0.006187399,0.005975352,0.4187414,0.0002475136,0.00004581614,0.0003339688,0.01892337,0.3379938,0.01397757,0.03622776,0.1603395,0.00100653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968058,0.00001511194,0.0002309839,0.001268881,0.0001401085,0.0001486536,0.00003603741,0.000003169404,0.001351258],"genre_scores_gemma":[0.9992418,0.00004319223,0.00002516183,0.00001399985,0.00005402687,0.000004914378,0.000006066383,0.000009768649,0.0006010368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.292425,"threshold_uncertainty_score":0.3846527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767374947776727,"score_gpt":0.2742368296888898,"score_spread":0.2565630802111225,"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."}}