{"id":"W3185724196","doi":"10.1139/er-2020-0106","title":"Review of studies analysing glyphosate and aminomethylphosphonic acid (AMPA) occurrence in groundwater","year":2021,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aminomethylphosphonic acid; Glyphosate; Groundwater; Environmental science; Groundwater pollution; Hydrology (agriculture); Environmental chemistry; Ecology; Aquifer; Biology; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006947385,0.0003186449,0.0009117724,0.00003472031,0.00009870706,0.00001063997,0.0001792272,0.00004832978,0.002277965],"category_scores_gemma":[0.0001390885,0.0002657928,0.000162645,0.0003245624,0.0005969191,0.0002585755,0.0007002281,0.000186443,0.0003869636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572628,"about_ca_system_score_gemma":0.000004725324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007813027,"about_ca_topic_score_gemma":0.0001166941,"domain_scores_codex":[0.9976538,0.0002145302,0.0008480664,0.0006084403,0.000312167,0.0003629405],"domain_scores_gemma":[0.9991455,0.00007546098,0.0002707886,0.0004059381,7.555609e-7,0.0001015311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002274583,0.0007355441,0.6152089,0.003505697,0.0001591686,0.0001428877,0.001496241,0.00001273309,0.1490337,0.000007953648,0.004376902,0.2252975],"study_design_scores_gemma":[0.0008459507,0.0002227746,0.7153018,0.01027741,0.0003965528,0.0000927517,0.001009885,0.000020761,0.026751,0.000401354,0.2436458,0.001034009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3773338,0.6217478,0.0000165885,0.0001506349,0.00005410514,0.0002705542,0.000006876801,0.000005602443,0.000414071],"genre_scores_gemma":[0.3331731,0.6644872,0.0008890865,0.001195924,0.00001048467,0.0000547396,0.00002429588,0.00001053878,0.0001546275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2392689,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036269193867198,"score_gpt":0.2976915721468458,"score_spread":0.2614223782796478,"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."}}