{"id":"W3205768425","doi":"10.1016/j.envpol.2021.118375","title":"Generation of novel n-p-n (CeO2-PPy-ZnO) heterojunction for photocatalytic degradation of micro-organic pollutants","year":2021,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec","funders":"Universidad de Tarapacá; King Saud University","keywords":"Photocatalysis; Degradation (telecommunications); Pollutant; Materials science; Catalysis; Heterojunction; Charge carrier; Chemical engineering; Visible spectrum; Nuclear chemistry; Nanotechnology; Chemistry; Organic chemistry; Optoelectronics; 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":[0.0001429241,0.0002000022,0.0002820226,0.0001281888,0.00008663065,0.000008927306,0.0001087517,0.0001494271,0.000218409],"category_scores_gemma":[0.00004791728,0.0002275851,0.000170399,0.0002209234,0.000108729,0.0003092698,0.00005999357,0.00007869419,0.000009907603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348786,"about_ca_system_score_gemma":0.00003101142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007334315,"about_ca_topic_score_gemma":0.00009467469,"domain_scores_codex":[0.9985381,0.00004373562,0.0005612407,0.0003805837,0.0002718659,0.0002044164],"domain_scores_gemma":[0.99909,0.00002464103,0.0003868809,0.0004247435,0.00002491281,0.00004883633],"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":[0.00006363062,0.0003529316,0.0001070482,0.00003013215,0.00004497306,4.24419e-7,0.00006963324,0.00207025,0.9904032,0.0002312757,0.00003343731,0.006593088],"study_design_scores_gemma":[0.0009336336,0.0001352767,0.001699806,0.00002483388,0.00009258877,0.00001564309,0.0001181098,0.01119005,0.9849356,0.0002406615,0.0004259371,0.000187815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7904288,0.00017374,0.2080047,0.00004092703,0.0001806839,0.0006049088,0.00034379,0.00005379426,0.0001687073],"genre_scores_gemma":[0.9818095,0.00007103684,0.01623409,0.00006044932,0.00008022211,0.00007262176,0.001070673,0.00004569029,0.0005557401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917706,"threshold_uncertainty_score":0.9280649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110899979011991,"score_gpt":0.2571081135805702,"score_spread":0.2259991137904503,"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."}}