{"id":"W4405846927","doi":"10.1016/j.jes.2024.12.020","title":"Distinct performance and mechanism of microbial fuel cells-constructed wetland and direct-enchanced constructed wetland for levofloxacin removal","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Sciences","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Coal Chemistry, Chinese Academy of Sciences; Canadian Anesthesiologists' Society","keywords":"Wetland; Mechanism (biology); Environmental science; Constructed wetland; Environmental engineering; Chemistry; Ecology; Biology; Physics","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":[0.0005495847,0.0001710137,0.0002577071,0.00008433984,0.000171355,0.00007796246,0.0001661184,0.00007297731,0.0004122989],"category_scores_gemma":[0.00001606059,0.0001215829,0.00006802919,0.0001653628,0.00109837,0.000404896,0.0001139942,0.0001135303,0.000004441719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007007206,"about_ca_system_score_gemma":0.00002240773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937653,"about_ca_topic_score_gemma":0.00002361946,"domain_scores_codex":[0.9986832,0.00003660432,0.0004280304,0.0002965095,0.0003222547,0.0002334277],"domain_scores_gemma":[0.9994577,0.0000965526,0.000260953,0.00006539615,0.000005415399,0.0001140386],"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":[0.00005668468,0.00002830088,0.01362831,0.00007153393,0.00001401976,0.000007087409,0.0002217512,0.0000102943,0.9790538,0.00003272935,0.0002089983,0.006666528],"study_design_scores_gemma":[0.002596074,0.002266807,0.08930243,0.0003354862,0.0002073797,0.001274013,0.0007308027,0.006096791,0.8892925,0.001488996,0.0057095,0.000699164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979631,0.000419127,0.00009376238,0.00006721503,0.0004024193,0.0002065585,0.00007325008,0.000006869835,0.000767655],"genre_scores_gemma":[0.9954016,0.00107495,0.003324476,0.00002166403,0.00008849487,0.000001374731,0.000003454569,0.000008105968,0.00007583898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08976121,"threshold_uncertainty_score":0.4958006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006338017818006266,"score_gpt":0.194188651663893,"score_spread":0.1878506338458868,"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."}}