{"id":"W3121250479","doi":"10.1016/j.envpol.2021.116508","title":"Toxic and protective mechanisms of cyanobacterium Synechocystis sp. in response to titanium dioxide nanoparticles","year":2021,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Synechocystis; Phycocyanin; Cyanobacteria; Photosynthesis; Chemistry; Environmental chemistry; Aquatic ecosystem; Titanium dioxide; Superoxide dismutase; Phytoplankton; Biophysics; Biology; Biochemistry; Chemical engineering; Bacteria; Oxidative stress; Nutrient; Organic 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":[0.0003136888,0.00008918493,0.0001329206,0.0000439496,0.00005989365,0.00001805398,0.0000633227,0.00004016175,0.0001706709],"category_scores_gemma":[0.00005753784,0.00009064075,0.00002313603,0.0001268247,0.00006995314,0.0001193629,0.00009784003,0.00003562945,0.0001033761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367401,"about_ca_system_score_gemma":0.00001793929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310679,"about_ca_topic_score_gemma":0.00002804082,"domain_scores_codex":[0.9990772,0.0001177027,0.0002148494,0.0002662115,0.0001472136,0.0001768087],"domain_scores_gemma":[0.9996356,0.00003899711,0.00005665884,0.0001908453,0.000004157695,0.00007372251],"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":[0.000143276,0.0001252853,0.0001633033,0.000005416869,0.00000192031,0.000004644332,0.0001664306,0.00003645601,0.9983648,0.0004526454,0.000003564444,0.0005322215],"study_design_scores_gemma":[0.0001914639,0.00007780229,0.1405837,0.00002503001,0.00000761292,0.000009584976,0.0003875035,0.00002026623,0.8576111,0.0009491359,0.00005187693,0.00008490044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965708,0.00005679032,0.002222981,0.0007284314,0.0000360936,0.0002830074,0.00007164576,0.0000160847,0.00001419504],"genre_scores_gemma":[0.9968708,0.000008266071,0.002901706,0.00006451643,0.00000966958,0.00008533827,0.000001819323,0.000009814927,0.00004811862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1407537,"threshold_uncertainty_score":0.3696223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0071106007202879,"score_gpt":0.2080821779145676,"score_spread":0.2009715771942797,"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."}}