{"id":"W4308127265","doi":"10.3390/su142114216","title":"Ciprofloxacin Removal from Aqueous Media Using Floating Treatment Wetlands Supported by Immobilized Bacteria","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental remediation; Wastewater; Ciprofloxacin; Phragmites; Bacteria; Acinetobacter; Sewage treatment; Bioremediation; Chemistry; Microbiology; Wetland; Portable water purification; Water treatment; Environmental chemistry; Antimicrobial; Pulp and paper industry; Environmental engineering; Contamination; Antibiotics; Biology; Environmental science; Ecology","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":[0.00008343237,0.0005047786,0.0002571238,0.0002078407,0.0001392639,0.0003702625,0.0002359999,0.0002465975,0.0003019235],"category_scores_gemma":[0.00008933332,0.0001376938,0.0003670653,0.0001365105,0.0001318905,0.0002969885,0.0002892656,0.0003272431,0.0001008197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021015,"about_ca_system_score_gemma":0.0002712976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617675,"about_ca_topic_score_gemma":0.004984731,"domain_scores_codex":[0.999907,0.000007717442,0.000006167198,0.00001885399,0.00003068673,0.0000296182],"domain_scores_gemma":[0.9999619,0.000004550845,0.00001132605,0.000003160092,0.000009034939,0.000009993072],"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":[0.00003405881,0.00002229643,0.0001322246,0.00003426573,0.000004692424,0.00004591028,0.000008122315,0.000118628,0.9978989,0.00001994943,0.00001404285,0.001666908],"study_design_scores_gemma":[0.00001298409,0.0003614774,0.002173505,0.000006114083,0.00002316442,0.00006697116,0.00003002651,0.002806924,0.9939336,0.00001463412,0.000560902,0.000009632095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972308,0.0003347794,0.001796317,0.00003376991,0.00001689291,0.00001327621,0.00005244132,0.00004519293,0.0004764579],"genre_scores_gemma":[0.9955986,0.0003636674,0.002947718,0.00001158575,0.000005707235,0.00001332321,0.00009775146,0.00000739754,0.0009543904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003617675,"threshold_uncertainty_score":0.007193208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009048049950240139,"score_gpt":0.2334212100165464,"score_spread":0.2243731600663063,"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."}}