{"id":"W4376278338","doi":"10.3390/biotech12020036","title":"Bioremediation of Organic Pollutants in Soil–Water System: A Review","year":2023,"lang":"en","type":"review","venue":"BioTech","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bioremediation; Pollutant; Environmental science; Phytoremediation; Pollution; Water pollution; BTEX; Soil contamination; Environmental engineering; Soil water; Contamination; Waste management; Environmental chemistry; Chemistry; Ecology; Engineering; Soil science; Biology","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":[0.0005431113,0.00124855,0.0016475,0.003464684,0.0003573106,0.00116122,0.0009001074,0.001024499,0.004178497],"category_scores_gemma":[0.0005748103,0.0004208989,0.000867387,0.004424751,0.0004008032,0.001486682,0.0006145226,0.001124659,0.001779356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023803,"about_ca_system_score_gemma":0.001291466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673013,"about_ca_topic_score_gemma":0.002320327,"domain_scores_codex":[0.999763,0.00003141839,0.0000345321,0.00004743724,0.00009610187,0.00002756494],"domain_scores_gemma":[0.9996163,0.0001675498,0.00007589956,0.00001289467,0.00009824792,0.00002919315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008306938,0.0002089988,0.0002563319,0.07614995,0.0001947243,0.0002472973,0.0001036796,0.001067544,0.00788087,0.003648379,0.02086744,0.8892918],"study_design_scores_gemma":[0.00001303456,0.0002031505,0.00101673,0.00568609,0.0002757711,0.0007984737,0.00006511485,0.0001868958,0.002011205,0.0009520252,0.9887623,0.00002929651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002866695,0.9982414,0.0001918949,0.0001057586,0.0001269578,0.000008663128,0.00003421364,0.00001044674,0.0009938423],"genre_scores_gemma":[0.0009436944,0.9982146,0.0002474967,0.000061045,0.00005567229,0.000007782792,0.00003572758,0.000001586565,0.0004325246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004178497,"threshold_uncertainty_score":0.01397848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711722924044346,"score_gpt":0.2698911712347006,"score_spread":0.2427739419942571,"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."}}