{"id":"W4327965786","doi":"10.3390/min13030438","title":"Coal-Based Activated Carbon via Microwave-Assisted ZnCl2 Activation for Methyl Violet 2B Dye Removal: Optimization, Desirability Function, and Adsorption Mechanism","year":2023,"lang":"en","type":"article","venue":"Minerals","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Universiti Teknologi MARA; King Saud University","keywords":"Adsorption; Activated carbon; Methyl violet; Methylene blue; Freundlich equation; Chemistry; Nuclear chemistry; Cationic polymerization; Mesoporous material; Chemical engineering; Materials science; Chromatography; Organic chemistry; 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":[0.0001673582,0.0003847547,0.0002419231,0.0003077856,0.0001592801,0.0002471311,0.0002592925,0.000399567,0.0004055075],"category_scores_gemma":[0.0001795922,0.0001367983,0.0003206448,0.0002661186,0.0001421336,0.0002359234,0.0001696429,0.0002762061,0.0001430042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215714,"about_ca_system_score_gemma":0.0002442473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464084,"about_ca_topic_score_gemma":0.003926883,"domain_scores_codex":[0.999871,0.00001390384,0.000008755724,0.00002468188,0.00005964025,0.00002209815],"domain_scores_gemma":[0.9999442,0.00001003518,0.0000140393,0.000004930659,0.00001922536,0.000007569104],"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":[0.00005434295,0.00003144475,0.0001964192,0.0001222552,0.000006586729,0.00004764449,0.00001256477,0.0006034007,0.9957829,0.00008771959,0.00002428926,0.003030537],"study_design_scores_gemma":[0.000006541434,0.000112697,0.001160439,0.000003761071,0.00001342498,0.00004992868,0.00001317662,0.005487909,0.9922501,0.00002801854,0.0008662105,0.000007958006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913756,0.001526569,0.00574044,0.00007816016,0.00001817414,0.00004344451,0.00009578894,0.0000557603,0.001066009],"genre_scores_gemma":[0.992332,0.0007606865,0.005894111,0.00001593513,0.000004433111,0.00002321991,0.00007535825,0.00001046714,0.0008839489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001464084,"threshold_uncertainty_score":0.002911091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407433922250566,"score_gpt":0.2448563972022713,"score_spread":0.2207820579797657,"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."}}