{"id":"W4400043479","doi":"10.1016/j.colsuc.2024.100040","title":"The modified pomegranate peel as an economical and highly effective adsorbent for malachite green dye removal from wastewater","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces C Environmental Aspects","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Malachite green; Adsorption; Chemistry; Aqueous solution; Nuclear chemistry; Cationic polymerization; Chemisorption; Wastewater; Fourier transform infrared spectroscopy; Hydrochloric acid; Chemical engineering; Organic chemistry; Waste management","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":[0.000121176,0.0004063017,0.0002489656,0.0003615427,0.0001565651,0.0003008449,0.0002412696,0.0004305343,0.0009001928],"category_scores_gemma":[0.0001577351,0.0001762299,0.0003607549,0.0002501018,0.0001885584,0.000384349,0.0002491031,0.0003292048,0.0002775738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118756,"about_ca_system_score_gemma":0.0001639689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004042994,"about_ca_topic_score_gemma":0.0008628531,"domain_scores_codex":[0.9999179,0.000009100703,0.000005213768,0.00001449296,0.00003135232,0.00002198598],"domain_scores_gemma":[0.999964,0.000007144282,0.000008435099,0.000003744166,0.000008665324,0.000007913424],"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":[0.0001212635,0.00002188856,0.0001110599,0.00006496656,0.000008744754,0.0001043587,0.000009739239,0.0001296273,0.9956797,0.00009407416,0.0000342353,0.003620275],"study_design_scores_gemma":[0.000008491656,0.0001995275,0.001023629,0.000003145904,0.00002246507,0.0001263819,0.00001116796,0.0008127212,0.9963422,0.00004143173,0.001400142,0.000008635949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917092,0.001297186,0.005393461,0.00007753547,0.00006114538,0.00001589071,0.00007841458,0.00005312672,0.001314133],"genre_scores_gemma":[0.9886858,0.0008274596,0.005025152,0.00007519773,0.00001466049,0.00001115689,0.00009121691,0.00002093885,0.005248439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009001928,"threshold_uncertainty_score":0.003011405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005436675679006496,"score_gpt":0.2072479453543278,"score_spread":0.2018112696753213,"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."}}