{"id":"W4210684570","doi":"10.1016/j.chemosphere.2022.133769","title":"Characterizing the exposure of streams in southern Ontario to agricultural pesticides","year":2022,"lang":"en","type":"article","venue":"Chemosphere","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph; Ministry of Environment; Ministry of the Environment, Conservation and Parks","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs","keywords":"Clothianidin; Pesticide; Metolachlor; Environmental science; Imidacloprid; Ecotoxicology; Toxicology; Indoxacarb; Aquatic ecosystem; Water quality; Environmental chemistry; Thiamethoxam; Agronomy; Biology; Ecology; Chemistry; Atrazine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002192069,0.00008793413,0.0001271453,0.000002757288,0.00019428,0.00002655175,0.0003394845,0.00002829963,0.006357016],"category_scores_gemma":[0.00002804471,0.00002764977,0.00005631236,0.0003501805,0.00002668642,0.00003120096,0.0001752724,0.0002393434,0.00002266953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007816675,"about_ca_system_score_gemma":0.00002522358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03708424,"about_ca_topic_score_gemma":0.1003834,"domain_scores_codex":[0.9991357,0.00006400973,0.0001599127,0.0001566668,0.0002448621,0.000238813],"domain_scores_gemma":[0.999685,0.000129475,0.00004688952,0.00005332931,0.00003606655,0.00004925572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001115053,0.0001687315,0.2948247,0.00001242851,0.00001390334,0.00001442299,0.01454769,0.0001481274,0.6298149,0.0000533847,0.0007752114,0.05951498],"study_design_scores_gemma":[0.000115664,0.0003343055,0.9593353,0.00001751404,0.000004894606,0.00001078651,0.02341455,0.000009145767,0.0105132,0.000121502,0.00597365,0.0001494397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951754,0.00006333955,6.885104e-8,0.001289955,0.00005025554,0.0001975367,0.00002749999,0.00001272673,0.003183219],"genre_scores_gemma":[0.9966853,0.000001044002,0.00001819137,0.0001473794,0.00007738407,0.00004717057,0.00003038599,7.547055e-7,0.00299245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6645106,"threshold_uncertainty_score":0.9945513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043439254205975,"score_gpt":0.2173409064498583,"score_spread":0.1969065139077986,"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."}}