{"id":"W2082412511","doi":"10.1016/j.envpol.2014.01.003","title":"Investigation of microbial community structure in constructed mangrove microcosms receiving wastewater-borne polycyclic aromatic hydrocarbons (PAHs) and polybrominated diphenyl ethers (PBDEs)","year":2014,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; National Research Council Canada; State Key Laboratory in Marine Pollution","keywords":"Polybrominated diphenyl ethers; Microcosm; Environmental chemistry; Mangrove; Microbial population biology; Pollutant; Fluoranthene; Environmental science; Wetland; Ecology; Chemistry; Phenanthrene; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003130631,0.0003519263,0.0003553191,0.0001538281,0.0002058726,0.00002871062,0.0002274132,0.000192013,0.0001301681],"category_scores_gemma":[0.00002556862,0.0003421796,0.00006190861,0.0002270139,0.0010366,0.0002789236,0.0002695833,0.0003599729,0.00002286646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546078,"about_ca_system_score_gemma":0.000007855148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952881,"about_ca_topic_score_gemma":0.0008968561,"domain_scores_codex":[0.9977577,0.0006294757,0.0005426764,0.0003990086,0.000265705,0.0004053792],"domain_scores_gemma":[0.9990485,0.00008430556,0.0002872156,0.0004224978,4.279698e-7,0.0001570703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004742314,0.0000535943,0.1539948,0.0000108519,0.00002577982,0.000001564076,0.001829188,0.00005621132,0.8393433,0.000003763773,0.00001238984,0.004621148],"study_design_scores_gemma":[0.001686024,0.0001605993,0.6482754,0.00008697552,0.0000531336,0.00006816872,0.0008618544,0.0008528174,0.3460148,0.001609166,0.00002490512,0.000306165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989447,0.00003403538,0.00002878524,0.0001564009,0.00009336995,0.0004663844,0.00007927056,0.00004042795,0.0001566235],"genre_scores_gemma":[0.99834,0.00001025109,0.00128021,0.00006497618,0.00001570513,0.00001178778,0.0002102629,0.00003453918,0.00003234563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4942806,"threshold_uncertainty_score":0.999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005622401655819525,"score_gpt":0.1793130121740807,"score_spread":0.1736906105182612,"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."}}