{"id":"W4388626190","doi":"10.1016/j.seppur.2023.125718","title":"Synergistic adsorption-Fenton degradation of organic pollutants by MIL-88B/montmorillonite and cellulose nanocrystals functionalized gelatin composite aerogels","year":2023,"lang":"en","type":"article","venue":"Separation and Purification Technology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Sichuan Province; National Natural Science Foundation of China","keywords":"Adsorption; Aerogel; Chemical engineering; Langmuir adsorption model; Chemistry; Endothermic process; Methylene blue; Freundlich equation; Montmorillonite; Composite number; Gelatin; Cellulose; Materials science; Photocatalysis; Organic chemistry; Catalysis; Composite material","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":[0.0002271051,0.0002102967,0.0003043762,0.0005891621,0.0001565386,0.00002904412,0.0001273706,0.0003083209,0.0001278223],"category_scores_gemma":[0.00009427395,0.000223144,0.00003814385,0.00131132,0.0002154138,0.0002342369,0.0000522008,0.0001379673,0.0000507201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006780443,"about_ca_system_score_gemma":0.00003267558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007424626,"about_ca_topic_score_gemma":0.0001140725,"domain_scores_codex":[0.998463,0.00009402042,0.0005769447,0.0004463113,0.0002109554,0.0002088179],"domain_scores_gemma":[0.998894,0.0001035776,0.000399264,0.0003665403,0.0001741362,0.00006241905],"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":[0.00005089994,0.0000442229,0.0007495474,0.00002854184,0.00003997851,6.605202e-7,0.00009061813,0.00004546865,0.9602187,0.02744536,0.0003417854,0.01094418],"study_design_scores_gemma":[0.0007626904,0.0001278543,0.003024416,0.00003319116,0.00007564382,0.00001310508,0.0001637415,0.003638954,0.9594362,0.02051138,0.01189933,0.0003134577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716969,0.0008810289,0.0247365,0.0008178711,0.0000770277,0.0005406826,0.00008000582,0.0008354223,0.0003346269],"genre_scores_gemma":[0.993283,0.0006012366,0.001627859,0.0000365345,0.00001534244,0.0001529586,0.0008878172,0.00003167014,0.003363585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310864,"threshold_uncertainty_score":0.9099549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270907351867583,"score_gpt":0.2711561280488507,"score_spread":0.2584470545301749,"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."}}