{"id":"W2983361301","doi":"10.1088/1755-1315/344/1/012166","title":"The circulation and salt stratification over the south branch of the Yangtze estuary","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Estuary; Stratification (seeds); Bathymetry; Oceanography; Tidal irrigation; Salinity; Estuarine water circulation; Environmental science; Circulation (fluid dynamics); Geology; Channel (broadcasting); Hydrology (agriculture)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002498195,0.00008086342,0.00006373269,0.000005909736,0.0006505119,0.0001371343,0.0002586769,0.00002279053,0.0002033535],"category_scores_gemma":[0.00001328637,0.00003764752,0.00001666686,0.0001710435,0.001886536,0.0004149063,0.00003636032,0.00007541751,0.000008020486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001264047,"about_ca_system_score_gemma":0.0000479395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440541,"about_ca_topic_score_gemma":0.0002319684,"domain_scores_codex":[0.9991959,0.00002922742,0.0001153836,0.0001946104,0.0002949402,0.0001699733],"domain_scores_gemma":[0.9996046,0.00005715979,0.00008928391,0.0001925843,0.000006783501,0.00004956717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001463558,0.000004309016,0.9467003,0.000009056435,0.000003391158,7.813875e-8,0.0009549369,0.0001539017,0.00597812,0.0007580901,0.000002489779,0.04542065],"study_design_scores_gemma":[0.00006424668,0.00004547155,0.9933106,0.000007499134,0.00000438188,0.000005062014,0.00165497,0.002027673,0.001785117,0.0006862393,0.0003485798,0.00006015377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977884,0.0005388385,0.00001536827,0.0002773092,0.0001070741,0.000170487,0.00001525959,0.000005371335,0.001081843],"genre_scores_gemma":[0.9993417,0.0004011279,0.00002970033,0.00007405857,0.00001186809,6.577052e-7,0.000003458242,0.000001093768,0.0001363952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04661026,"threshold_uncertainty_score":0.6951022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006574208050548624,"score_gpt":0.1675268147518317,"score_spread":0.1609526067012831,"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."}}