{"id":"W1964775858","doi":"10.1016/j.agwat.2010.01.009","title":"Assessment of groundwater quality and its variations in the capture zone of a pumping well in an agricultural area","year":2010,"lang":"en","type":"article","venue":"Agricultural Water Management","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Université Laval","funders":"","keywords":"Piezometer; Groundwater; Environmental science; Contamination; Aquifer; Nitrate; Hydrology (agriculture); Water quality; Pollution; Fecal coliform; Groundwater pollution; Leaching (pedology); Agriculture; Environmental engineering; Environmental chemistry; Soil water; Soil science; Ecology; Geology; Chemistry","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":[0.000482155,0.0001464285,0.0001939978,0.00004924449,0.00005802121,0.00006929099,0.0002665324,0.00006138509,0.0002671102],"category_scores_gemma":[0.000002319348,0.00005998047,0.00003985443,0.0001656845,0.00003450231,0.0003468292,0.00004264409,0.0001966962,0.000005275593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005686466,"about_ca_system_score_gemma":0.000002970916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208633,"about_ca_topic_score_gemma":0.009279963,"domain_scores_codex":[0.9987847,0.0001038749,0.0003717729,0.0002372421,0.000250652,0.0002517826],"domain_scores_gemma":[0.9996561,0.0000274788,0.00007570563,0.000153276,0.00004606861,0.00004140793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003653025,0.0004859422,0.8454734,0.0005255431,0.00009004589,0.00003193635,0.00967517,0.001127328,0.1390425,0.001911148,0.00009043077,0.001510011],"study_design_scores_gemma":[0.0003039389,0.00004256106,0.992227,0.00001863105,0.00001752132,0.000008567722,0.003039564,0.0002450378,0.003707879,0.0001671134,0.0000923254,0.0001299159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906371,0.00001877008,0.0000122602,0.0005948584,0.00009202899,0.0003510961,0.0000131732,0.00000757992,0.008273086],"genre_scores_gemma":[0.9990401,0.000009312249,0.0002164979,0.00006050156,0.00002857158,0.000009460993,0.0003547541,0.000001236098,0.0002796021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467535,"threshold_uncertainty_score":0.5178437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654902086174741,"score_gpt":0.2372086400003477,"score_spread":0.2206596191386002,"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."}}