{"id":"W4400967033","doi":"10.1016/j.jclepro.2024.143245","title":"Electrochemical removal of antibiotics and multi-drug resistant bacteria using S-functionalized graphene sponge electrodes","year":2024,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"H2020 European Research Council; Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Sulfamethoxazole; Ofloxacin; Antibiotics; Electrochemistry; Graphene; Adsorption; Trimethoprim; Chemistry; Anode; Electrode; Nuclear chemistry; Escherichia coli; Materials science; Nanotechnology; Organic chemistry; Ciprofloxacin; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006094859,0.0001642688,0.0003407962,0.0003493456,0.00005450316,0.00003577403,0.00009562114,0.00007912316,0.00003363852],"category_scores_gemma":[0.0001913503,0.0001398125,0.0001444862,0.0003778003,0.0001077937,0.000400739,0.00002503775,0.0003146245,6.085434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278254,"about_ca_system_score_gemma":0.00006629465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002941349,"about_ca_topic_score_gemma":0.00002114714,"domain_scores_codex":[0.9985173,0.00009539376,0.0006378101,0.0002609545,0.0003042661,0.0001843184],"domain_scores_gemma":[0.9990466,0.00004484723,0.0003574651,0.0001932449,0.0003005921,0.00005730032],"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":[0.0008113497,0.00008215589,0.00004705325,0.0001115748,0.0001496194,0.0000348069,0.0001117911,0.000259845,0.9938993,0.0007405626,0.00009778424,0.003654117],"study_design_scores_gemma":[0.0002483049,0.000123019,0.0002450974,0.000175484,0.0001835202,0.002040426,0.00005179223,0.0009633146,0.9838566,0.00312504,0.008846517,0.0001408524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839758,0.002241444,0.01301341,0.000163896,0.0003551902,0.0001125983,0.000001702886,0.00006523007,0.0000706824],"genre_scores_gemma":[0.9109286,0.0004924921,0.08766674,0.00001095129,0.0005750908,2.0053e-7,0.000007384507,0.00003976178,0.0002787894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07465333,"threshold_uncertainty_score":0.570139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749833492770686,"score_gpt":0.2844589445386205,"score_spread":0.2669606096109136,"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."}}