{"id":"W2582918288","doi":"10.1016/j.jenvman.2017.01.028","title":"Potential impacts of silver nanoparticles on bacteria in the aquatic environment","year":2017,"lang":"en","type":"review","venue":"Journal of Environmental Management","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Silver nanoparticle; Nanotechnology; Aquatic environment; Biochemical engineering; Environmental chemistry; Bacteria; Aquatic ecosystem; Natural phenomenon; Hormesis; Nanoparticle; Environmental systems; Broad spectrum; Chemistry; Environmental science; Natural (archaeology); Materials science; Ecology; Biology; Engineering; Combinatorial chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156208,0.0002655612,0.0007981051,0.0001370785,0.000100625,0.00008808933,0.0009248364,0.00006624286,0.0005062207],"category_scores_gemma":[0.00001091193,0.0001599619,0.0003517615,0.00004188639,0.0001622893,0.0001382225,0.0001774209,0.0001550727,0.0003096097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918904,"about_ca_system_score_gemma":0.00001508974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004024293,"about_ca_topic_score_gemma":8.000717e-7,"domain_scores_codex":[0.9975505,0.000270383,0.001073175,0.0002234234,0.0006268288,0.0002557252],"domain_scores_gemma":[0.9976084,0.00009354782,0.001556745,0.0006687221,0.000001618443,0.00007093324],"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":[0.00006397007,0.002660405,0.00003467397,0.001932342,0.0002205177,0.0002031143,0.0002417435,0.00008593201,0.1114179,0.0003290224,0.0004275088,0.8823829],"study_design_scores_gemma":[0.001057594,0.0006949543,0.00721643,0.007293024,0.002179016,0.0001155408,0.0004240934,0.000009112031,0.0111052,0.0003973964,0.968922,0.0005856703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2030942,0.7949002,0.00001720066,0.000167923,0.0002579118,0.001220605,0.00006700181,0.000003893326,0.0002711501],"genre_scores_gemma":[0.2364193,0.7630506,0.0003195433,0.00002603231,0.00006959094,0.00003747955,0.000002694358,0.00001978616,0.00005487725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9684945,"threshold_uncertainty_score":0.6523057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518544370770164,"score_gpt":0.2881878501504957,"score_spread":0.253002406442794,"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."}}