{"id":"W4406863454","doi":"10.1016/j.jphotochem.2025.116284","title":"Ce2O3 and TiO2 p-n heterojunction for enhanced degradation of p-nitrophenol under visible light","year":2025,"lang":"en","type":"article","venue":"Journal of Photochemistry and Photobiology A Chemistry","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"GDG Environnement; Institut National de la Recherche Scientifique","funders":"Université de Liège; Fonds De La Recherche Scientifique - FNRS","keywords":"Chemistry; Degradation (telecommunications); Visible spectrum; Heterojunction; Nitrophenol; 4-Nitrophenol; Photochemistry; Chemical engineering; Optoelectronics; Catalysis; Organic chemistry; Telecommunications","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":[0.0003396,0.0001723263,0.0004354197,0.00004279734,0.00009384839,0.00002233618,0.0001620138,0.0002401305,0.0001356178],"category_scores_gemma":[0.0001871438,0.0001524238,0.00008746255,0.0001029324,0.0002024578,0.00012337,0.00006310338,0.0001180875,3.241191e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004947832,"about_ca_system_score_gemma":0.00009575463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002848215,"about_ca_topic_score_gemma":4.024643e-7,"domain_scores_codex":[0.9988562,0.00002585255,0.0006074909,0.0002553625,0.00008025327,0.0001748238],"domain_scores_gemma":[0.9986885,0.0001693878,0.0006549973,0.0001887756,0.0002387147,0.00005960378],"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":[0.0005857321,0.00005511768,0.00005907239,0.0004897279,0.00005758641,0.000001012093,0.00003487881,0.0000164993,0.998384,0.000009898236,0.0001261484,0.0001803307],"study_design_scores_gemma":[0.001087634,0.0000745541,0.00003109357,0.0001390362,0.0001064379,0.00008419474,0.0001551498,0.00001511816,0.9958874,0.001761151,0.0005353199,0.0001228926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929117,0.0006768623,0.005564264,0.00007488632,0.000212735,0.0001599258,0.00005249185,0.00001083653,0.0003362995],"genre_scores_gemma":[0.9966615,0.000157165,0.002409731,0.00005231149,0.00009558153,0.00003734608,0.00002286429,0.00000876683,0.0005547528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003749783,"threshold_uncertainty_score":0.6215663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006515620006948423,"score_gpt":0.2591212055627926,"score_spread":0.2526055855558441,"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."}}