{"id":"W4394693762","doi":"10.1016/j.scitotenv.2024.172344","title":"Impacts of groundwater dynamics around a macro-tidal river on agricultural soil salinity","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Estuary; Groundwater; Soil salinity; Environmental science; Hydrology (agriculture); Salinity; Aquifer; Saltwater intrusion; Groundwater flow; Groundwater discharge; Water table; Plume; Oceanography; Geology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009655223,0.0001592043,0.0001750929,0.000235304,0.0004008762,0.0007280559,0.0002340195,0.0002599538,0.0006432447],"category_scores_gemma":[0.0003189295,0.0001209471,0.0003117274,0.0003228644,0.0003283776,0.0002677918,0.0005072201,0.0001628968,0.0000586993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368458,"about_ca_system_score_gemma":0.001090367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1593077,"about_ca_topic_score_gemma":0.2306016,"domain_scores_codex":[0.9999263,0.00001332705,0.000005771825,0.00001759482,0.00001076026,0.00002624207],"domain_scores_gemma":[0.9998945,0.00002632408,0.00001931309,0.000008453614,0.00002878109,0.00002268349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552094,0.0001166328,0.7756205,0.00007631099,0.0001004233,0.001253684,0.0004400773,0.1725911,0.03457446,0.001151376,0.0004340893,0.01348611],"study_design_scores_gemma":[0.00003014908,0.0002152375,0.7613253,0.00002368512,0.0000969748,0.0001444258,0.001925806,0.2317828,0.002890887,0.0005737039,0.0009503202,0.00004065996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989989,0.00001887258,0.0002715358,0.00003044622,0.000002128723,0.000004338264,0.0001057691,0.00001142373,0.0005565849],"genre_scores_gemma":[0.9997379,0.00002583763,0.00007910734,0.000005503384,4.136491e-7,0.000001413031,0.00003966803,0.000001253551,0.000108923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1593077,"threshold_uncertainty_score":0.3167609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006016148679904641,"score_gpt":0.1811090588757361,"score_spread":0.1750929101958315,"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."}}