{"id":"W3011675025","doi":"10.3390/su12062353","title":"Cyperus laevigatus L. Enhances Diesel Oil Remediation in Synergism with Bacterial Inoculation in Floating Treatment Wetlands","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Higher Education Commission, Pakistan; King Saud University","keywords":"Diesel fuel; Environmental remediation; Biology; Bioremediation; Biomass (ecology); Food science; Agronomy; Contamination; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750666,0.0002025873,0.0002412322,0.00004615486,0.00006370479,0.00003281411,0.00009598998,0.00007148519,0.0001876975],"category_scores_gemma":[0.0001794187,0.0001550124,0.00003646509,0.0004427997,0.0001221454,0.0002889589,0.00008309699,0.00009761129,0.00001172572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727766,"about_ca_system_score_gemma":0.00009404833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679804,"about_ca_topic_score_gemma":0.009844059,"domain_scores_codex":[0.998472,0.000141108,0.0003378746,0.0004906924,0.0002087116,0.0003496087],"domain_scores_gemma":[0.9995098,0.00005899313,0.00009007924,0.0002119302,0.00002364286,0.0001055763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000312465,0.0001324258,0.9461195,0.0000394608,0.000007723243,0.00004353833,0.005294403,0.003235802,0.002461318,0.00001619279,0.000002020263,0.04233515],"study_design_scores_gemma":[0.003675437,0.0006860253,0.9790035,0.00003165521,0.00002374261,0.000004220216,0.002119588,0.003715326,0.008982921,0.0006206578,0.0007919826,0.000344891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979224,0.00001251044,0.00001984658,0.001051179,0.00005139029,0.0003512382,0.000006074787,0.00004304308,0.0005423251],"genre_scores_gemma":[0.9992594,0.00001315317,0.0004642883,0.00002451004,0.00004946026,0.00008313217,0.00005036206,0.00001157498,0.00004414641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04199026,"threshold_uncertainty_score":0.7133013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006905045734126548,"score_gpt":0.2163817166003916,"score_spread":0.2094766708662651,"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."}}