{"id":"W4317716389","doi":"10.1007/s12678-023-00811-4","title":"Fast and Efficient Dye Elimination Over One-Pot Synthesized and Si-Rich [Fe]-ZSM-5 Catalyst in Electro-Fenton Process","year":2023,"lang":"en","type":"article","venue":"Electrocatalysis","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Catalysis; Mesoporous material; Methylene blue; ZSM-5; Adsorption; Desorption; Chemical engineering; Wastewater; Chemistry; Materials science; Nuclear chemistry; Inorganic chemistry; Zeolite; Organic chemistry; Waste management; Photocatalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090902,0.0002909459,0.0002653085,0.0001351329,0.0001297857,0.000191941,0.0003017825,0.0003242868,0.000529147],"category_scores_gemma":[0.0000697838,0.0001405999,0.0002551246,0.0001222829,0.000111068,0.0002361405,0.0001533363,0.0003295879,0.0001891241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689399,"about_ca_system_score_gemma":0.0001425732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007672398,"about_ca_topic_score_gemma":0.00261862,"domain_scores_codex":[0.9999158,0.000006661569,0.000005819275,0.000019402,0.00002862332,0.00002366701],"domain_scores_gemma":[0.9999782,0.000003665089,0.000004151396,0.000002922828,0.00000771123,0.000003330425],"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":[0.00005818445,0.00002023698,0.00008885872,0.00006619346,0.000005899461,0.00005188796,0.00001367687,0.0001238202,0.996276,0.0001120967,0.00009040259,0.003092683],"study_design_scores_gemma":[0.00000403106,0.00005737387,0.0004054206,0.00000145246,0.000007961135,0.00004438112,0.000006416343,0.0009613586,0.9978823,0.00001812686,0.0006081004,0.000003070983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860659,0.0012662,0.01031347,0.00009543177,0.00006492124,0.00002311165,0.0001372795,0.0001791137,0.00185455],"genre_scores_gemma":[0.9949279,0.0003365341,0.002593382,0.00001717931,0.000003490711,0.000004993151,0.00008377923,0.000009829197,0.002023027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007672398,"threshold_uncertainty_score":0.001770139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005782911358839804,"score_gpt":0.2344364175321082,"score_spread":0.2286535061732684,"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."}}