{"id":"W4412315137","doi":"","title":"Constructed wetlands for organic pollutants treatment: linking design factors with microbial community function","year":2019,"lang":"en","type":"article","venue":"","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Wetland; Pollutant; Environmental science; Function (biology); Microbial population biology; Environmental chemistry; Environmental engineering; Ecology; Biology; Chemistry; 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":[0.0006163985,0.0003908939,0.0003163349,0.000278687,0.0001781381,0.0008006145,0.0002392547,0.0004137563,0.0001978749],"category_scores_gemma":[0.001151258,0.0001789,0.0002531832,0.0002251066,0.0003082552,0.0005064582,0.0003522229,0.0004274768,0.00005428145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515541,"about_ca_system_score_gemma":0.0006003861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079699,"about_ca_topic_score_gemma":0.005720672,"domain_scores_codex":[0.9997101,0.00008584178,0.00001805817,0.00004279049,0.00009243196,0.00005055511],"domain_scores_gemma":[0.9994295,0.0002405316,0.0001554331,0.00002687861,0.00009166907,0.00005591254],"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":[0.0003940051,0.0002219676,0.005650729,0.00007122902,0.00002854209,0.00001482976,0.00003193598,0.001632783,0.9828022,0.0001392381,0.00004627028,0.008966138],"study_design_scores_gemma":[0.00004321557,0.001243485,0.0771203,0.00001393709,0.0001258983,0.00006047257,0.0001491204,0.03237512,0.8876348,0.0003451265,0.0008434334,0.00004517608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908158,0.0002752853,0.008575227,0.00005055116,0.00001215223,0.00001973487,0.0000588696,0.000032638,0.0001598512],"genre_scores_gemma":[0.9955448,0.0001493634,0.004042721,0.00001566033,0.000003636314,0.00001706802,0.00004868551,0.000006713293,0.0001712057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003079699,"threshold_uncertainty_score":0.006123602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609699340528771,"score_gpt":0.2002064797482198,"score_spread":0.1841094863429321,"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."}}