{"id":"W3209141170","doi":"10.1016/j.scitotenv.2021.151248","title":"Silver nanomaterials released from commercial textiles have minimal impacts on soil microbial communities at environmentally relevant concentrations","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Royal Military College of Canada","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Office of Science; Canadian Light Source; Environment and Climate Change Canada; U.S. Department of Energy","keywords":"Biosolids; Environmental chemistry; Soil water; Environmental science; Wastewater; Sewage treatment; Silver nanoparticle; Microbial population biology; Chemistry; Environmental engineering; Biology; Materials science; Soil science; Nanotechnology","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":[0.0002747893,0.0004961175,0.0002844507,0.0001782018,0.0002176666,0.0007854623,0.0002457405,0.0007179508,0.00119031],"category_scores_gemma":[0.000575842,0.0002192327,0.0002708583,0.0001429744,0.0003100034,0.0003581424,0.0003591822,0.0004227726,0.0003435794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971429,"about_ca_system_score_gemma":0.0002469311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008835138,"about_ca_topic_score_gemma":0.001866296,"domain_scores_codex":[0.9994121,0.0001065885,0.00003917726,0.0001458085,0.0001851894,0.0001112066],"domain_scores_gemma":[0.9995971,0.0001089544,0.00008869715,0.00003985012,0.0001091133,0.00005624798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000194093,0.00003021448,0.0003048457,0.00003650956,0.000005680421,0.00002299022,0.00001800358,0.00002814627,0.9982147,0.00001603264,0.00003137204,0.001097347],"study_design_scores_gemma":[0.000006975735,0.0003769661,0.002835777,0.000006119586,0.000009533653,0.00005041418,0.00006357578,0.0001905493,0.9959331,0.00003313563,0.000490142,0.000003778093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964591,0.0003865349,0.001152837,0.00009410398,0.00004379686,0.00001614899,0.0001782197,0.00004424189,0.001625007],"genre_scores_gemma":[0.9950671,0.0002175402,0.001383426,0.00006428159,0.00001268594,0.00001814154,0.0003255156,0.00002670451,0.002884556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119031,"threshold_uncertainty_score":0.003981948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597806003320264,"score_gpt":0.2172477946599494,"score_spread":0.2012697346267467,"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."}}