{"id":"W4393031867","doi":"10.1016/j.envpol.2024.123749","title":"Construction of Ag/CdZnS QDs nanocomposite for enhanced visible light photoinactivation of Staphylococcus aureus","year":2024,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"King Saud University","keywords":"Visible spectrum; Nanocomposite; Staphylococcus aureus; Materials science; Nanoparticle; Chemical engineering; Nanotechnology; Chemistry; Photochemistry; Optoelectronics; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005895589,0.0001332413,0.0001594129,0.0001328227,0.00003432176,0.000009248698,0.0000593314,0.00008936512,0.00004994653],"category_scores_gemma":[0.000002948187,0.0001397441,0.00009812035,0.0001302163,0.00006199503,0.0002458729,0.00001254249,0.00007054219,0.000008764745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274621,"about_ca_system_score_gemma":0.00001198541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000858746,"about_ca_topic_score_gemma":0.000002453713,"domain_scores_codex":[0.9992718,0.000006035986,0.0002841552,0.0001402978,0.0001491981,0.0001485904],"domain_scores_gemma":[0.9997495,0.00002237399,0.00006028467,0.0001333,0.000005107393,0.00002947817],"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":[0.00004824171,0.00002577887,0.00003827781,0.0001854632,0.00007437436,2.488523e-7,0.000211801,0.003427739,0.985759,0.0003615792,0.00006110095,0.009806356],"study_design_scores_gemma":[0.0004100732,0.0001428343,0.0008078292,0.00009535956,0.00004227233,0.000001497661,0.0000942374,0.005702679,0.9895842,0.0007569049,0.002231713,0.0001304075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914721,0.0009317588,0.0823275,0.00002172517,0.0007344393,0.000482135,0.0002829186,0.0001054106,0.0003930715],"genre_scores_gemma":[0.9975488,0.0001504229,0.002036848,0.000004895518,0.00007499226,0.00003739318,0.0000648923,0.00003473386,0.00004706055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08282772,"threshold_uncertainty_score":0.5698601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003874363658064424,"score_gpt":0.1931898614701433,"score_spread":0.1893154978120789,"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."}}