{"id":"W3215999975","doi":"10.1039/d1en00881a","title":"Nanocellulose enhances the dispersion and toxicity of ZnO NPs to green algae <i>Eremosphaera viridis</i>","year":2021,"lang":"en","type":"article","venue":"Environmental Science Nano","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); Concordia University; University of Regina","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Nanocellulose; Green algae; Dispersion (optics); Algae; Toxicity; Nanotechnology; Chemistry; Chemical engineering; Materials science; Biology; Botany; Cellulose; Biochemistry; Organic chemistry; Physics","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":[0.0005181062,0.000106839,0.0001314187,0.00001847708,0.0004752359,0.0000691561,0.000414717,0.00002426158,0.0005660163],"category_scores_gemma":[0.00003411198,0.00007347448,0.00003548124,0.0003342459,0.0009362859,0.0002487022,0.0003784836,0.00003672206,0.0001613733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005775526,"about_ca_system_score_gemma":0.00004030498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004473113,"about_ca_topic_score_gemma":0.00001102383,"domain_scores_codex":[0.998562,0.00004631586,0.0002080527,0.0004385523,0.000464054,0.0002809729],"domain_scores_gemma":[0.999328,0.00006418599,0.00007596159,0.000373748,0.000009746034,0.0001483781],"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":[0.000004692326,0.0001011902,0.0007154076,0.000002905258,8.836415e-7,0.000001002754,0.000306771,0.00001232772,0.9945925,0.0002209267,0.00004337922,0.003997983],"study_design_scores_gemma":[0.00008009748,0.00003907388,0.009599743,0.000013051,0.000007757018,0.000005805689,0.0003212048,0.00005101235,0.9878361,0.0001339079,0.001810488,0.0001017404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978485,0.0002233743,0.0001275789,0.001197678,0.00008797584,0.0001780082,0.00003292983,0.00001168069,0.0002922355],"genre_scores_gemma":[0.9979482,0.00008402869,0.001318296,0.000334456,0.00002337082,0.0000189157,0.000001114273,0.000005660176,0.0002659739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008884336,"threshold_uncertainty_score":0.6197482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006554189164076705,"score_gpt":0.2120951401103772,"score_spread":0.2055409509463005,"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."}}