{"id":"W4395080850","doi":"10.1016/j.scitotenv.2024.172737","title":"The exploitation of bio-electrochemical system and microplastics removal: Possibilities and perspectives","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; McGill University","funders":"","keywords":"Microplastics; Environmental science; Desalination; Biochemical engineering; Sewage treatment; Sustainability; Environmental pollution; Pollution; Waste management; Sustainable development; Environmental engineering; Engineering; Environmental protection; Chemistry; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008948871,0.0007049536,0.0009381523,0.0008277841,0.0004882614,0.002384144,0.001232564,0.002455552,0.003153841],"category_scores_gemma":[0.0002694789,0.0002664858,0.0007499248,0.000816986,0.001222734,0.002096216,0.0008812735,0.001036419,0.0008751717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007615987,"about_ca_system_score_gemma":0.0008803089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007271327,"about_ca_topic_score_gemma":0.001089445,"domain_scores_codex":[0.9996746,0.00006730302,0.0000127529,0.00006269682,0.0001059462,0.00007678114],"domain_scores_gemma":[0.999815,0.00006591441,0.00002097729,0.00001397125,0.00005521565,0.00002897924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001044264,0.001046017,0.004211631,0.00529757,0.0002548123,0.00253232,0.0003109569,0.006723264,0.524791,0.1119972,0.005686667,0.3361043],"study_design_scores_gemma":[0.0001135087,0.003670289,0.007479033,0.000692577,0.0002715657,0.007100278,0.001489358,0.01782697,0.4502705,0.1264781,0.3843236,0.0002842837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08339053,0.8000883,0.0592327,0.008666908,0.0009781794,0.00005606821,0.0001807934,0.0001590201,0.04724744],"genre_scores_gemma":[0.5422071,0.39495,0.03543122,0.00186053,0.001356239,0.0001102698,0.0002494823,0.00004372907,0.02379143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003153841,"threshold_uncertainty_score":0.01055062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006723151772554105,"score_gpt":0.1883224822645648,"score_spread":0.1815993304920107,"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."}}