{"id":"W4386750682","doi":"10.1016/j.chemosphere.2023.140181","title":"Congregating Ag into γ-Bi2O3 coupled with CoFe2O4 for enhanced visible light photocatalytic degradation of ciprofloxacin, Cr(VI) reduction and genotoxicity studies","year":2023,"lang":"en","type":"article","venue":"Chemosphere","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"King Saud University","keywords":"Degradation (telecommunications); Genotoxicity; Photocatalysis; Reduction (mathematics); Visible spectrum; Environmental chemistry; Ciprofloxacin; Chemistry; Materials science; Optoelectronics; Catalysis; Toxicity; Antibiotics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002771281,0.0002850296,0.0005372667,0.00005354399,0.0002126295,0.00002643718,0.0001580991,0.0001297389,0.00002612944],"category_scores_gemma":[0.0002614518,0.0002525671,0.00007204359,0.0007629244,0.0002026547,0.00032058,0.00009336841,0.0001254428,0.000008021109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462916,"about_ca_system_score_gemma":0.00005398513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002121257,"about_ca_topic_score_gemma":0.0003924397,"domain_scores_codex":[0.9984128,0.00002399207,0.0004775482,0.0005404088,0.0002376469,0.0003076281],"domain_scores_gemma":[0.9984775,0.0001601098,0.0003882024,0.0004510447,0.0004553499,0.00006777772],"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":[0.0002476413,0.00004335579,0.00005311782,0.0005879876,0.0001983942,0.000001435419,0.001566925,0.0006905242,0.9891333,0.0003476568,0.0003711488,0.006758507],"study_design_scores_gemma":[0.0008771789,0.0002090398,0.0000345981,0.0002165975,0.0001039089,0.000003091408,0.003315623,0.003976822,0.986677,0.003886209,0.0004143645,0.0002855953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890293,0.0004612013,0.007744275,0.00009669627,0.00007636095,0.001504012,0.000006263257,0.0004736239,0.0006082914],"genre_scores_gemma":[0.977751,0.0001942169,0.01916936,0.00002437573,0.00006215813,0.0009422219,0.0001370273,0.00006983637,0.001649843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142508,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174203368656236,"score_gpt":0.3016862226333788,"score_spread":0.2799441889468164,"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."}}