{"id":"W4318940733","doi":"10.1016/j.apsusc.2023.156636","title":"Energy band engineering of WO3/Bi2WO6 direct Z-scheme for enhanced photocatalytic toluene degradation","year":2023,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Anhui Province","keywords":"Photocatalysis; Toluene; Catalysis; Radical; Fourier transform infrared spectroscopy; Photochemistry; Hydrothermal circulation; Chemistry; Degradation (telecommunications); Chemical engineering; Materials science; Organic chemistry; Computer science","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":[0.0006389304,0.0002139178,0.0003302334,0.0001966771,0.0001714789,0.00003516927,0.0005969605,0.00007588406,0.00003109995],"category_scores_gemma":[0.000116002,0.0002268468,0.00007752742,0.002119939,0.000242325,0.0002578301,0.0001119977,0.00007238159,0.00003266723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009803963,"about_ca_system_score_gemma":0.00009333694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002675453,"about_ca_topic_score_gemma":0.00008365896,"domain_scores_codex":[0.9980365,0.000006496071,0.0003374622,0.0006222603,0.0004633091,0.0005339394],"domain_scores_gemma":[0.9987468,0.0002336736,0.0001615715,0.0006140315,0.0001359903,0.0001079587],"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":[0.00002326715,0.0000171404,0.000007795849,0.00002741622,0.00001090312,3.39196e-7,0.0001497152,0.04077947,0.950764,0.004498132,0.00008614401,0.003635692],"study_design_scores_gemma":[0.0002275003,0.00002832054,0.00006496599,0.00002055098,0.0000115678,4.440024e-7,0.00006383013,0.0390368,0.956457,0.001466387,0.002379475,0.0002432087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559026,0.00005021934,0.1296732,0.00002283442,0.0001439993,0.0007460045,0.00001744937,0.0009377694,0.01250603],"genre_scores_gemma":[0.9596234,0.00003127061,0.03943124,0.00002553908,0.00001856732,0.0002117809,0.0000554055,0.00004026172,0.000562521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037209,"threshold_uncertainty_score":0.9250542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135080734812548,"score_gpt":0.2588971020728202,"score_spread":0.2453890285915654,"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."}}