{"id":"W4402451883","doi":"10.1080/00986445.2024.2398253","title":"Investigation of mechanisms of sulfamethoxazole adsorption on novel adsorbents developed from reed canary grass","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Communications","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Adsorption; Sulfamethoxazole; Chemistry; Waste management; Pulp and paper industry; Environmental science; Chemical engineering; Environmental chemistry; Organic chemistry; Engineering; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183632,0.0003908502,0.0002482093,0.0002712024,0.0001687024,0.0002326087,0.0002763789,0.0004588584,0.0005682026],"category_scores_gemma":[0.0001131854,0.000115759,0.0003995262,0.0001395445,0.0001607621,0.0003314388,0.0001282891,0.000260979,0.0001548164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355918,"about_ca_system_score_gemma":0.0002276861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819184,"about_ca_topic_score_gemma":0.003006439,"domain_scores_codex":[0.9999013,0.000007407133,0.000004680196,0.00001603977,0.00004220448,0.00002841072],"domain_scores_gemma":[0.9999609,0.000007861003,0.000008186296,0.00000247532,0.0000139221,0.000006623303],"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":[0.00002862917,0.00001829435,0.0003501369,0.0001650911,0.00001458238,0.0001054451,0.00001942441,0.0001336044,0.9970252,0.0000739211,0.00001754344,0.002048129],"study_design_scores_gemma":[0.00001006657,0.0003375686,0.008689883,0.00001274477,0.00004824615,0.0002576537,0.000132528,0.003355742,0.9851259,0.0001052015,0.001910633,0.00001372155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943287,0.002565733,0.001779971,0.0000818816,0.00002241471,0.00003111635,0.00005398146,0.00002179645,0.001114468],"genre_scores_gemma":[0.9936334,0.001728301,0.002687883,0.00004165741,0.000009542413,0.00001791287,0.0000841897,0.000004747638,0.001792256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001819184,"threshold_uncertainty_score":0.003617227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253772028270676,"score_gpt":0.2772695073027308,"score_spread":0.2247317870200241,"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."}}