{"id":"W4284972492","doi":"10.1016/j.jhazmat.2022.129559","title":"Nanotechnology in agriculture: Comparison of the toxicity between conventional and nano-based agrochemicals on non-target aquatic species","year":2022,"lang":"en","type":"review","venue":"Journal of Hazardous Materials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Clean Air Regulatory Agenda","keywords":"Agrochemical; Agriculture; Toxicity; Aquatic environment; Aquatic toxicology; Aquatic ecosystem; Environmental science; Biochemical engineering; Biotechnology; Toxicology; Environmental chemistry; Biology; Chemistry; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942647,0.0008588232,0.001226652,0.001926723,0.0001787273,0.0007601279,0.0007123123,0.0009261893,0.001490955],"category_scores_gemma":[0.0004753001,0.0002664004,0.0005388185,0.001972652,0.0003403276,0.0008453002,0.0004601771,0.001041605,0.0006237966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855737,"about_ca_system_score_gemma":0.0009406781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156876,"about_ca_topic_score_gemma":0.002522155,"domain_scores_codex":[0.9998017,0.0000238224,0.00002093309,0.00003694118,0.00009796271,0.00001863483],"domain_scores_gemma":[0.9997577,0.0001120263,0.00004387882,0.000007655248,0.00006353331,0.00001517751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166406,0.0001146766,0.000214103,0.03307785,0.0001435185,0.0001377107,0.00006566961,0.0006238723,0.01272782,0.003831549,0.01052509,0.9384214],"study_design_scores_gemma":[0.00002413155,0.0004122693,0.002170381,0.006041998,0.0003567945,0.001303758,0.00009978356,0.0002295025,0.009173607,0.00172785,0.9784146,0.00004526047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003584851,0.9986615,0.0001588831,0.0000930544,0.00009268287,0.000003500398,0.00001795936,0.000003591961,0.0006102945],"genre_scores_gemma":[0.001652945,0.9975052,0.000254675,0.0000781765,0.00005262496,0.000004323936,0.0000183896,9.902881e-7,0.0004327142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001926723,"threshold_uncertainty_score":0.004987717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868604926190737,"score_gpt":0.3113469189194386,"score_spread":0.2626608696575312,"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."}}