{"id":"W4389271571","doi":"10.1016/j.envpol.2023.123076","title":"Interfacial coupling of CuFe2O4 induced hotspots over self-assembled g-C3N4 nanosheets as an efficient photocatalytic bacterial disinfectant","year":2023,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"King Saud University","keywords":"Photocatalysis; Disinfectant; Chemical engineering; Chemistry; Materials science; Photochemistry; Nanotechnology; Catalysis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007456519,0.0002465053,0.0001519132,0.0001664287,0.0001356227,0.0001865629,0.0003645777,0.0003128224,0.001385694],"category_scores_gemma":[0.000117578,0.0001330584,0.0001158491,0.0001158497,0.00009739993,0.0002391491,0.0002003452,0.0001951093,0.0001933282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553302,"about_ca_system_score_gemma":0.00008025574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004740382,"about_ca_topic_score_gemma":0.001413298,"domain_scores_codex":[0.9999132,0.000007226937,0.000003911943,0.00002476134,0.00002070391,0.0000301387],"domain_scores_gemma":[0.9999529,0.000009347123,0.00001087635,0.000005167858,0.00001192866,0.000009767901],"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":[0.00008831098,0.0000223502,0.00011832,0.00004959961,0.000006776273,0.00005321739,0.00001588132,0.0002858131,0.9971642,0.0001180119,0.00008818205,0.001989244],"study_design_scores_gemma":[0.000004315174,0.00006975398,0.0004536136,0.000001705746,0.000004798771,0.00002100576,0.00001545795,0.001511877,0.9974225,0.00001733933,0.0004754237,0.000002378325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996731,0.0002766516,0.001651111,0.00002307823,0.00003770036,0.000009073759,0.00003724689,0.00005092158,0.001183312],"genre_scores_gemma":[0.9981045,0.00006153471,0.0006101324,0.00001254372,0.000004034604,0.000005789708,0.00002622415,0.000007792642,0.001167522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001385694,"threshold_uncertainty_score":0.004635572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009805074210772202,"score_gpt":0.2611826641542007,"score_spread":0.2513775899434285,"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."}}