{"id":"W4285098949","doi":"10.1016/j.advwatres.2022.104273","title":"Effect of time-varying wave conditions on the fate of nitrogen in a freshwater unconfined nearshore aquifer","year":2022,"lang":"en","type":"article","venue":"Advances in Water Resources","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Submarine groundwater discharge; Groundwater; Environmental science; MODFLOW; Groundwater flow; Biogeochemical cycle; Hydrology (agriculture); Geology; Pollutant; Oceanography; Environmental chemistry; Ecology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471531,0.000152412,0.0002397541,0.0001515487,0.0005930249,0.0005341521,0.0003583574,0.0003932903,0.001376942],"category_scores_gemma":[0.0003606425,0.0001331944,0.0002067842,0.0001913846,0.0005376058,0.0003074381,0.0004194473,0.000364596,0.00008298659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086727,"about_ca_system_score_gemma":0.0006768061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04582427,"about_ca_topic_score_gemma":0.04193622,"domain_scores_codex":[0.9999361,0.000006869808,0.000003682674,0.00002120148,0.000008346794,0.00002376062],"domain_scores_gemma":[0.9998018,0.00009491196,0.00002045643,0.00001215356,0.0000357469,0.00003490987],"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":[0.009346873,0.0009765661,0.2388029,0.0001099714,0.0001438487,0.002193133,0.0007629791,0.05016922,0.6804427,0.0006561728,0.0006245208,0.01577101],"study_design_scores_gemma":[0.0004005342,0.003357842,0.6622567,0.00001967849,0.0002046173,0.0002566474,0.002739356,0.1576204,0.1709778,0.0006929071,0.001358987,0.0001145354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996848,0.000004808977,0.00004833629,0.00001112049,0.00000177556,0.000001669929,0.00003904828,0.000002656899,0.0002058468],"genre_scores_gemma":[0.9996544,0.000009763198,0.00004982136,0.000007320007,5.324492e-7,0.000001883865,0.00003653685,0.000001679461,0.0002380907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04582427,"threshold_uncertainty_score":0.09111512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006105418963032263,"score_gpt":0.2070661332514046,"score_spread":0.2009607142883723,"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."}}