{"id":"W4411150533","doi":"10.1021/acs.est.5c02556","title":"Photothermal-Enhanced Anti-SO<sub>2</sub> Performance of a MoWO<sub><i>x</i></sub>/CeO<sub>2</sub> Catalyst in Low-Temperature NH<sub>3</sub>-SCR","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Key Research and Development Program of China; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Ganjiang Innovation Academy, Chinese Academy of Sciences; National Natural Science Foundation of China; Science Fund for Distinguished Young Scholars of Jiangxi Province; Key Research and Development Program of Jiangxi Province; Double Thousand Plan of Jiangxi Province","keywords":"Catalysis; NOx; Selective catalytic reduction; Adsorption; Photothermal therapy; Chemistry; Ammonia; Cerium oxide; Cerium; Ammonium sulfate; Irradiation; Photochemistry; Inorganic chemistry; Chemical engineering; Materials science; Nanotechnology; Physical chemistry; 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002808199,0.001251074,0.001567815,0.002124233,0.001264998,0.0004444015,0.005059537,0.001008878,0.00009115585],"category_scores_gemma":[0.000469415,0.001266386,0.0002493508,0.005639218,0.0115224,0.002456085,0.00307382,0.001157902,0.001010602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627551,"about_ca_system_score_gemma":0.0009605543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003878648,"about_ca_topic_score_gemma":0.0001178545,"domain_scores_codex":[0.989546,0.0001696946,0.001972973,0.003401837,0.002062453,0.002847065],"domain_scores_gemma":[0.9955088,0.0001681326,0.001098632,0.002678368,0.0001257658,0.0004203083],"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":[0.0001459506,0.0005613228,0.001404843,0.0002653066,0.00001737169,0.00006507179,0.0004279258,0.001271725,0.990498,0.0001104251,0.00008540229,0.005146629],"study_design_scores_gemma":[0.001241718,0.000363758,0.006850524,0.0005946248,0.00006050962,0.0001656882,0.0005200756,0.0008331544,0.9875689,0.0004986618,0.00006913221,0.001233307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943518,0.0006059657,0.0002786866,0.0004397649,0.001780223,0.001541946,0.0002513502,0.000528547,0.000221706],"genre_scores_gemma":[0.9969139,0.001513697,0.0003597109,0.0005142173,0.00010598,0.000419061,0.00005002308,0.0001053205,0.00001805536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102574,"threshold_uncertainty_score":0.9997672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002735374121802828,"score_gpt":0.1989549031405718,"score_spread":0.1962195290187689,"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."}}