{"id":"W3036838631","doi":"10.1039/d0ta04541a","title":"Nanostructured semiconductor supported iron catalysts for heterogeneous photo-Fenton oxidation: a review","year":2020,"lang":"en","type":"review","venue":"Journal of Materials Chemistry A","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Catalysis; Semiconductor; Materials science; Nanotechnology; Photocatalysis; Heterogeneous catalysis; Chemical engineering; Chemistry; Optoelectronics; Engineering; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002759724,0.0005548301,0.00208334,0.00002364675,0.00006181197,0.00005952768,0.0005708742,0.0002481984,0.00491172],"category_scores_gemma":[0.0001644239,0.0004175503,0.000537706,0.0001510794,0.00006580552,0.000202616,0.0001553834,0.0001678306,0.0001022445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944557,"about_ca_system_score_gemma":0.0001283628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003000644,"about_ca_topic_score_gemma":3.229461e-7,"domain_scores_codex":[0.9970199,0.000101664,0.001706503,0.0004510435,0.0004278009,0.0002931159],"domain_scores_gemma":[0.9964128,0.00004807799,0.002841168,0.0004037689,0.00004925777,0.0002449088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008151835,0.0001117376,7.59307e-7,0.07430732,0.0003974597,0.0002744803,0.00005132804,0.000006471854,0.8042656,1.335755e-7,0.01805433,0.1024489],"study_design_scores_gemma":[0.0002586186,0.00003987438,1.563264e-7,0.006457428,0.0008648075,0.001209797,0.000001438854,9.119874e-8,0.3947073,0.000009162462,0.5962233,0.0002280291],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00219173,0.9953502,0.00002047228,0.0001161391,0.0005179966,0.001277707,0.0004511614,0.00002493747,0.00004968303],"genre_scores_gemma":[0.0001157864,0.9962998,0.001507804,0.0001190333,0.0003848139,0.0001142439,0.0009728833,0.00007495806,0.0004106949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5781689,"threshold_uncertainty_score":0.9998276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500840926496075,"score_gpt":0.2974215609047549,"score_spread":0.2724131516397941,"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."}}