{"id":"W4390571263","doi":"10.1016/j.jcis.2024.01.011","title":"Rational construction of visible-light-driven perylene diimides/Fe2O3@C derived from MIL-88A (Fe) heterojunction with S-scheme electron transfer pathway to activate peroxymonosulfate for degradation of antibiotics","year":2024,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China; University of Calgary","keywords":"Chemistry; Perylene; Electron transfer; Photochemistry; Photocatalysis; Visible spectrum; Heterojunction; Photodegradation; Chemical engineering; Catalysis; Materials science; Organic chemistry; Molecule; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002996225,0.0001497306,0.0003063044,0.0003608803,0.00009068905,0.00007079437,0.0001851679,0.00005546277,0.00001092402],"category_scores_gemma":[0.00005819096,0.0001143493,0.0000845646,0.0005438645,0.0002589156,0.0009616301,0.00002273367,0.0001348141,3.799367e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294034,"about_ca_system_score_gemma":0.0002319854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004176222,"about_ca_topic_score_gemma":0.00006026343,"domain_scores_codex":[0.9986402,0.00002971144,0.0005158026,0.0002558743,0.0003904823,0.000167901],"domain_scores_gemma":[0.9989468,0.00007710345,0.0002185316,0.0001263601,0.000549315,0.00008186432],"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":[0.0006898009,0.0000407045,0.0001753065,0.00003785502,0.00006047417,2.917068e-7,0.0004240238,0.001919259,0.9940822,0.0009967408,0.000008134489,0.00156524],"study_design_scores_gemma":[0.0004072595,0.001329558,0.0004973441,0.000348435,0.00004962368,0.00002685874,0.0002310719,0.004215103,0.9918447,0.000506773,0.0004213971,0.0001218794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78591,0.00009373292,0.2134475,0.0001224476,0.0001354502,0.0002124406,0.00001813973,0.0000153539,0.00004494924],"genre_scores_gemma":[0.9546208,0.00009151558,0.04517096,0.00001261546,0.00004062426,0.000002329606,0.000004509861,0.00001435879,0.00004227429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687108,"threshold_uncertainty_score":0.4663028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110761635322156,"score_gpt":0.2660961308847127,"score_spread":0.2550199673524972,"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."}}