{"id":"W3119596752","doi":"10.3390/catal11010063","title":"Morphology-Controlled Synthesis of ZnO Nanostructures for Caffeine Degradation and Escherichia coli Inactivation in Water","year":2021,"lang":"en","type":"article","venue":"Catalysts","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Photocatalysis; Antibacterial activity; Nanorod; Nanostructure; Nanoparticle; Materials science; Caffeine; Reactive oxygen species; Degradation (telecommunications); Chemical engineering; Nanotechnology; Adsorption; Nuclear chemistry; Chemistry; Catalysis; Bacteria; Biochemistry; Organic chemistry","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":[0.0001593935,0.0001368071,0.0004407289,0.0001380235,0.00003778084,0.00001021495,0.00008017773,0.0001228456,0.00002099926],"category_scores_gemma":[0.0005441993,0.0001100921,0.00006746459,0.0001820989,0.00005344974,0.0001486866,0.00004394753,0.00006355898,0.000001130533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006522078,"about_ca_system_score_gemma":0.00002678033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003290242,"about_ca_topic_score_gemma":0.0004753264,"domain_scores_codex":[0.9990634,0.00006728477,0.000341435,0.0002723057,0.00008871545,0.0001668673],"domain_scores_gemma":[0.9992136,0.0002300325,0.0001252201,0.000273304,0.0001287447,0.00002912724],"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":[0.0002944958,0.0000387037,0.0003356003,0.00005056787,0.00005653063,0.000005321484,0.0001407495,0.00009816729,0.9944829,0.0008923243,0.0000523146,0.003552278],"study_design_scores_gemma":[0.001249104,0.00002452204,0.002029046,0.00002559809,0.00006569481,0.000005458668,0.00007085925,0.0002144668,0.9930009,0.002871675,0.0003220659,0.0001206537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978135,0.000140855,0.001091513,0.0001210569,0.00004158104,0.0004325852,0.00001192611,0.00004253124,0.0003044734],"genre_scores_gemma":[0.9936081,0.00002051434,0.005343035,0.00004761681,0.00002077392,0.0004371124,0.0003295911,0.00002259012,0.0001706537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004251522,"threshold_uncertainty_score":0.4489424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00936602503856994,"score_gpt":0.2503916262848432,"score_spread":0.2410256012462733,"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."}}