{"id":"W7133283939","doi":"","title":"Discussion of Environmental Quality Standards (EQS) and their development for the monitoring of impacts from the use of pesticides and drugs at marine aquaculture sites","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquaculture; Pesticide; Limiting; Water quality; Aquatic ecosystem; Aquatic toxicology; Harm; Environmental quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01655415,0.001197288,0.0004627829,0.004168641,0.002354772,0.003405631,0.002887163,0.003141318,0.002777901],"category_scores_gemma":[0.01239771,0.0005769174,0.001429905,0.004003266,0.003532528,0.002208083,0.001592956,0.002784559,0.0007430408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009768011,"about_ca_system_score_gemma":0.01050212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09857372,"about_ca_topic_score_gemma":0.09429654,"domain_scores_codex":[0.9886177,0.002745349,0.00108066,0.0005873814,0.00648929,0.0004795896],"domain_scores_gemma":[0.9911751,0.003037153,0.001279077,0.0005248187,0.003846655,0.0001373016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001319983,0.0004000887,0.03167363,0.003786319,0.000186497,0.001924274,0.004321514,0.04096357,0.03691186,0.4512259,0.06439766,0.3640766],"study_design_scores_gemma":[0.00001205659,0.0002755402,0.02196418,0.001234302,0.00007843293,0.0007016995,0.001533133,0.00726756,0.02450231,0.03530857,0.9069688,0.0001534278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.05273141,0.03359171,0.6406257,0.06835244,0.002558945,0.003480563,0.01010125,0.00140795,0.1871501],"genre_scores_gemma":[0.2852143,0.03936255,0.592282,0.01706146,0.0009504441,0.002631865,0.004702368,0.0003040546,0.05749105],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09857372,"threshold_uncertainty_score":0.1959999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144555294685476,"score_gpt":0.2613074755155724,"score_spread":0.2398619225687176,"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."}}