{"id":"W3131290618","doi":"10.3390/nano11020482","title":"Heteroaggregates of Polystyrene Nanospheres and Organic Matter: Preparation, Characterization and Evaluation of Their Toxicity to Algae in Environmentally Relevant Conditions","year":2021,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail","keywords":"Environmental chemistry; Aquatic ecosystem; Polystyrene; Chemistry; Ecotoxicity; Pollutant; Nanotoxicology; Organic matter; Algae; Microplastics; Natural organic matter; Nanotechnology; Toxicity; Materials science; Ecology; Organic chemistry; Biology; Polymer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001941208,0.0002464282,0.0001404576,0.000257663,0.0002064595,0.0002044145,0.00008854728,0.0002491475,0.0003313557],"category_scores_gemma":[0.0001708449,0.00009865034,0.0001805477,0.0001702793,0.0001555406,0.0001649122,0.0001998815,0.0001425842,0.000166782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849233,"about_ca_system_score_gemma":0.0001786527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009124055,"about_ca_topic_score_gemma":0.002345596,"domain_scores_codex":[0.9998384,0.00001545976,0.00001170341,0.00003956653,0.00007392634,0.0000209805],"domain_scores_gemma":[0.9998885,0.00002130473,0.0000301362,0.00001283404,0.0000296264,0.00001744802],"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":[0.00001303187,0.000009194835,0.0005088687,0.00003133155,0.000007958666,0.00002985262,0.00001797256,0.0001088725,0.9977396,0.00003258068,0.00001807047,0.001482672],"study_design_scores_gemma":[0.000002451196,0.000190647,0.01251723,0.000004667408,0.00002230292,0.0001152972,0.00004623842,0.0008477201,0.9843439,0.00003603903,0.001867464,0.00000601842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943342,0.0006808623,0.00393465,0.00002289637,0.00001138182,0.00002903803,0.0001251853,0.00002042568,0.0008415075],"genre_scores_gemma":[0.9932586,0.0006286831,0.00437302,0.00002776171,0.000007206367,0.00003293944,0.0002376159,0.00001262883,0.001421564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009124055,"threshold_uncertainty_score":0.001814246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008222454242360965,"score_gpt":0.2270026407665968,"score_spread":0.2187801865242358,"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."}}