{"id":"W4410785438","doi":"10.1080/07055900.2025.2499842","title":"Simulated Tidal Residual Currents and Implications for Sediment Transport in Sanya Bay","year":2025,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Science and Technology Cooperation Program of Jiangsu Province; Natural Science Foundation of Henan Province; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Bay; Residual; Sediment transport; Environmental science; Sediment; Oceanography; Tidal current; Hydrology (agriculture); Geology; Geomorphology; Geotechnical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125673,0.0005053674,0.0003075727,0.000302816,0.0003649147,0.0006853343,0.0006235907,0.0007169426,0.00116804],"category_scores_gemma":[0.0005049574,0.0002839031,0.000503836,0.0005336229,0.0004064022,0.0003772231,0.0004691542,0.0004067113,0.0001274546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059638,"about_ca_system_score_gemma":0.001013469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09441811,"about_ca_topic_score_gemma":0.05368097,"domain_scores_codex":[0.9999499,0.000009023353,0.00000493686,0.00001282568,0.000007952441,0.00001532954],"domain_scores_gemma":[0.9998385,0.00004073967,0.00002058954,0.00001555352,0.00004089428,0.00004367249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002199079,0.0001272446,0.1195804,0.00003348739,0.00005190597,0.0003403793,0.0001209228,0.8725373,0.002836192,0.0003983144,0.0004681994,0.003285765],"study_design_scores_gemma":[0.00005939934,0.00004868712,0.02437844,0.000006495226,0.00002100313,0.00001322237,0.0001237841,0.974633,0.0004089442,0.00009862042,0.0001972494,0.00001106045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998515,0.00002348717,0.0003667015,0.00004708057,0.000006764976,0.000006091235,0.0003102148,0.00004713268,0.0006775624],"genre_scores_gemma":[0.9985704,0.00003096461,0.000490593,0.000009608299,0.000002477316,0.000006877412,0.0005535711,0.000007548304,0.000327806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09441811,"threshold_uncertainty_score":0.187737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002633841852365,"score_gpt":0.2429467783064198,"score_spread":0.2329204398878962,"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."}}