{"id":"W2870206174","doi":"10.1139/er-2018-0002","title":"Aquatic herbicide applications for the control of aquatic plants in Canada: effects to nontarget aquatic organisms","year":2018,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"Fisheries and Oceans Canada","keywords":"Diquat; Imazapyr; Glyphosate; Ecotoxicity; Aquatic ecosystem; Environmental science; Aquatic plant; Pesticide; Aquatic environment; Aerial application; Aquatic toxicology; Ecotoxicology; Environmental chemistry; Biology; Ecology; Toxicity; Chemistry; Paraquat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005362646,0.0003394797,0.0006252415,0.00002586396,0.0002451274,0.00001082038,0.0005251211,0.00004755126,0.0008147212],"category_scores_gemma":[0.0001177491,0.0002460006,0.0001100093,0.0001871153,0.0003267481,0.00009501293,0.0001916544,0.0001331191,0.00156815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346861,"about_ca_system_score_gemma":0.00003695926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2107723,"about_ca_topic_score_gemma":0.6339908,"domain_scores_codex":[0.9976111,0.0001376407,0.0007712827,0.0004896896,0.0004624087,0.0005278893],"domain_scores_gemma":[0.9982819,0.0007229198,0.0002681528,0.0005555071,2.999724e-7,0.0001712188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553032,0.0006058146,0.6773263,0.0001273942,0.0001499769,0.00001245764,0.001732045,0.0003564979,0.1109697,0.00002694349,0.008881918,0.1996556],"study_design_scores_gemma":[0.001911447,0.0006727926,0.7686567,0.0002116008,0.0002648303,0.00001075733,0.0006170551,0.003241079,0.01439769,0.0007298355,0.2085044,0.0007818572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857424,0.01425986,0.07968703,0.001503405,0.0003968209,0.01680951,0.00009590987,0.00002890485,0.001476144],"genre_scores_gemma":[0.9928979,0.0007694088,0.001908705,0.002348033,0.00007610338,0.001713883,0.00001545759,0.00003617709,0.0002342845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4232185,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012270839817339,"score_gpt":0.2263929521220377,"score_spread":0.2162702437238643,"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."}}