{"id":"W3048216238","doi":"10.1016/j.scitotenv.2020.141262","title":"Spatiotemporal controls on septic system derived nutrients in a nearshore aquifer and their discharge to a large lake","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Plume; Shore; Groundwater; Hydrology (agriculture); Environmental science; Submarine groundwater discharge; Nutrient; Septic tank; Groundwater discharge; Eutrophication; Algal bloom; Oceanography; Geology; Groundwater flow; Ecology; Phytoplankton; Environmental engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003768902,0.0001082462,0.0001351251,0.00001781075,0.0001695334,0.0000418913,0.000414312,0.00001994399,0.0001496436],"category_scores_gemma":[0.00002244524,0.00005174689,0.00003696747,0.0001601203,0.0002792352,0.00008963861,0.000112114,0.00009533617,0.00007110587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001096792,"about_ca_system_score_gemma":0.00001898171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007363313,"about_ca_topic_score_gemma":0.00003024154,"domain_scores_codex":[0.9989782,0.00005029896,0.0001503463,0.000243481,0.0003103921,0.0002673047],"domain_scores_gemma":[0.9995568,0.0000281772,0.00005172369,0.0002339359,0.000003600273,0.0001257721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001426042,0.0005365431,0.4161399,0.000375536,0.0001109383,0.00002389611,0.04966364,0.1321591,0.3894838,0.0006363054,0.0002842241,0.00916008],"study_design_scores_gemma":[0.0006839379,0.0002792435,0.9331761,0.00007053337,0.000009476476,0.000008215057,0.002052553,0.03914813,0.02410936,0.00006372036,0.0002238267,0.0001749013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971058,0.00003655389,0.00002237089,0.001740309,0.00005612096,0.0003699698,0.00007934706,0.00000620653,0.00058333],"genre_scores_gemma":[0.9996994,0.000002479453,0.00001918573,0.0001687854,0.00002272709,0.000003486351,0.000003465309,0.00000201526,0.00007852828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5170362,"threshold_uncertainty_score":0.2110177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008558693870664748,"score_gpt":0.1720082568907431,"score_spread":0.1634495630200784,"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."}}