{"id":"W4409852218","doi":"10.1016/j.jwpe.2025.107790","title":"Enhanced photocatalytic performance of intercalated 2D BiOBr nanosheets into 3D knob-like Bi2WO6 for the degradation of antibiotics and textile pollutants","year":2025,"lang":"en","type":"article","venue":"Journal of Water Process Engineering","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Al-Imam Muhammad Ibn Saud Islamic University; Deanship of Scientific Research, Imam Mohammed Ibn Saud Islamic University","keywords":"Degradation (telecommunications); Photocatalysis; Pollutant; Textile; Materials science; Chemical engineering; Chemistry; Composite material; Catalysis; Organic chemistry; Computer science; Engineering","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":[0.0002534152,0.0001639315,0.0003741726,0.0003175994,0.00004164001,0.00001626824,0.0002730495,0.00008034171,0.000004964558],"category_scores_gemma":[0.00007404124,0.0001041995,0.00007522936,0.0002998534,0.00005587193,0.000299181,0.00005597539,0.0001509124,2.310379e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004903347,"about_ca_system_score_gemma":0.00003299903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536925,"about_ca_topic_score_gemma":0.000006565142,"domain_scores_codex":[0.9988486,0.000008143964,0.0006806516,0.0001247544,0.0001599838,0.0001778727],"domain_scores_gemma":[0.9991277,0.00008182049,0.000287334,0.000178011,0.0002927146,0.00003241047],"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":[0.0001635945,0.00003977112,0.00009492505,0.0009154775,0.0001492935,5.990298e-7,0.0007337338,0.03535671,0.94285,0.00002654241,0.000003440239,0.0196659],"study_design_scores_gemma":[0.0003816086,0.0001535362,0.0001609041,0.0005546992,0.00009593327,0.000008870355,0.0000817643,0.06671687,0.9315125,0.00008868675,0.0001448221,0.0000998082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390818,0.0002399011,0.06019504,0.00002436965,0.000131029,0.0002657842,0.000004331441,0.00002519801,0.00003252105],"genre_scores_gemma":[0.9949548,0.000160785,0.004747929,0.0000128668,0.00001706999,0.000003328789,0.000003667147,0.00002372264,0.00007582784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05587298,"threshold_uncertainty_score":0.4249132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006241228411051586,"score_gpt":0.2483825580228751,"score_spread":0.2421413296118235,"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."}}