{"id":"W2116653258","doi":"10.1002/2015gl063643","title":"Nonlinear interactions of waves and tides in a subterranean estuary","year":2015,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Estuary; Aquifer; Submarine groundwater discharge; Geology; Oceanography; Salinity; Groundwater; Submarine pipeline; Shore; Surf zone; Hydrology (agriculture); Geotechnical engineering","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":[0.0002960089,0.00006031687,0.000113053,0.0001414004,0.00003467904,0.00002564071,0.0001149578,0.00001518993,0.00004463771],"category_scores_gemma":[0.0001542765,0.00004879025,0.0000239781,0.0002727941,0.0002388066,0.0001620432,0.00006245754,0.0002648492,0.00005131982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005717044,"about_ca_system_score_gemma":0.00003804247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0214634,"about_ca_topic_score_gemma":0.009348693,"domain_scores_codex":[0.9990678,0.00009809046,0.0001162258,0.0001535775,0.0003071381,0.0002572042],"domain_scores_gemma":[0.9993778,0.0003104267,0.00001596096,0.0001055467,0.00004503421,0.000145178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00069587,0.0003245644,0.6209024,0.0001267948,0.00003900668,0.0002241492,0.003007249,0.000638989,0.01042422,0.0004032802,0.003623602,0.3595899],"study_design_scores_gemma":[0.0005232061,0.0003815895,0.9279478,0.00004497506,0.000003572555,0.00001076338,0.000836871,0.06364543,0.0001888474,0.003254705,0.003012401,0.0001497975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951955,0.00002323014,0.00001125857,0.002319788,0.00005527321,0.0000842856,0.00002108618,0.000007612797,0.002281929],"genre_scores_gemma":[0.999183,0.00001180433,0.000389272,0.0001189799,0.00008112103,9.942933e-7,0.00003770836,0.000001991376,0.0001751507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3594401,"threshold_uncertainty_score":0.9850528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05757815702103625,"score_gpt":0.3071183221027285,"score_spread":0.2495401650816922,"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."}}