{"id":"W4399986954","doi":"10.1016/j.jhazmat.2024.134946","title":"In silico degradation of fluoroquinolones by a microalgae-based constructed wetland system","year":2024,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wetland; Environmental science; Constructed wetland; Contamination; Ciprofloxacin; Human health; Environmental chemistry; Microorganism; Environmental engineering; Sewage treatment; Antibiotics; Chemistry; Biology; Ecology; Microbiology; Bacteria","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":[0.0001745297,0.0002501047,0.0003771199,0.0001360465,0.000254476,0.0003936531,0.0003479086,0.0003589829,0.0006649864],"category_scores_gemma":[0.0001694977,0.0001153515,0.0003750421,0.0001076072,0.0001652144,0.0001782973,0.0002225623,0.0002751411,0.0001463668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528494,"about_ca_system_score_gemma":0.0004248765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007601505,"about_ca_topic_score_gemma":0.008076758,"domain_scores_codex":[0.9998318,0.00002515666,0.00001050766,0.00003479339,0.00004742277,0.00005025197],"domain_scores_gemma":[0.9999193,0.00002562576,0.00001471575,0.000006543396,0.00001906594,0.00001480628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008520985,0.0002287849,0.002890595,0.0001355175,0.00003436701,0.0001989407,0.00004757841,0.005676067,0.9863001,0.00008943765,0.00008296034,0.0034637],"study_design_scores_gemma":[0.00008967282,0.002343317,0.007635456,0.000008845064,0.00007146245,0.00008743639,0.0001636834,0.04638957,0.9423983,0.00005834626,0.0007262961,0.00002766716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989249,0.00003806239,0.0006662001,0.0000164257,0.000005803514,0.000007348233,0.00007740802,0.00001517155,0.0002484902],"genre_scores_gemma":[0.9986216,0.00006298094,0.0008343328,0.000005609507,0.000001283392,0.000006809457,0.00006879145,0.000002393093,0.0003962742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007601505,"threshold_uncertainty_score":0.01511449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009479828713715794,"score_gpt":0.247831464356618,"score_spread":0.2383516356429022,"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."}}