{"id":"W4295126625","doi":"10.1016/j.ejrh.2022.101205","title":"Assessment of groundwater discharge pathways in a till-dominated coastal aquifer","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Klohn Crippen Berger (Canada); Government of Nova Scotia; BGC Engineering (Canada); Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Baseflow; Submarine groundwater discharge; Groundwater; Groundwater discharge; Aquifer; Hydrology (agriculture); Hydrogeology; Geology; Groundwater flow; Environmental science; Streamflow; Drainage basin; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000668858,0.0001190677,0.0004161141,0.0001342074,0.0001422547,0.000006765901,0.0002260451,0.00003376728,0.0005992429],"category_scores_gemma":[0.00002010686,0.00008407182,0.0001173812,0.0001410303,0.0001916581,0.0001191362,0.00007284823,0.0003437975,0.000002719385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001829522,"about_ca_system_score_gemma":0.00007641251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000145306,"about_ca_topic_score_gemma":0.0003691596,"domain_scores_codex":[0.9986073,0.000163782,0.0004959899,0.0001341477,0.0003662129,0.0002325015],"domain_scores_gemma":[0.9993353,0.0001403354,0.0003082993,0.00007737364,0.0000903766,0.00004824131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002761927,0.0001894795,0.9902686,0.00003082972,0.0002512392,0.0002666743,0.001069603,0.003924863,0.001666419,0.00007099717,0.001609965,0.0003751376],"study_design_scores_gemma":[0.001819394,0.001665391,0.9801853,0.00002679404,0.00005108346,0.001406521,0.002861291,0.001315229,0.0002456977,0.002657449,0.007572151,0.0001936542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961697,0.001410111,0.0000096163,0.001267163,0.0002857468,0.00005895937,0.00002581078,0.000003096266,0.0007697708],"genre_scores_gemma":[0.9991882,0.0001853833,0.0001090483,0.0002658128,0.00007337053,0.000002391448,0.00002406984,0.000002626242,0.0001491076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008326,"threshold_uncertainty_score":0.656129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944109488935781,"score_gpt":0.261460137036845,"score_spread":0.2320190421474871,"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."}}