{"id":"W4391111022","doi":"10.3390/w16020348","title":"Impact of Microplastic on Freshwater Sediment Biogeochemistry and Microbial Communities Is Polymer Specific","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New York Sea Grant, State University of New York; Research Foundation for the State University of New York; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Benthic zone; Biogeochemistry; Plastic pollution; Environmental science; Benthos; Ecosystem; Microplastics; Sediment; Microcosm; Sink (geography); Aquatic ecosystem; Environmental chemistry; Microbial population biology; Ecology; Chemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546838,0.0003658688,0.0002573642,0.0004573859,0.0005154769,0.0008286506,0.0001735122,0.0002835717,0.0008776585],"category_scores_gemma":[0.000304697,0.0002252077,0.0002796079,0.0004408262,0.000435642,0.0003392843,0.000576406,0.000219257,0.0001464274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096242,"about_ca_system_score_gemma":0.0007163515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03143261,"about_ca_topic_score_gemma":0.0819475,"domain_scores_codex":[0.9996878,0.00003013406,0.0000203326,0.00008751937,0.0001045064,0.00006972338],"domain_scores_gemma":[0.9997004,0.00003380122,0.0001205364,0.00002096853,0.00007214001,0.00005223884],"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":[0.0002395752,0.00005303973,0.2417969,0.0001614379,0.00008910831,0.0001938036,0.0002326777,0.000549462,0.7475068,0.00006036274,0.0001018372,0.009015022],"study_design_scores_gemma":[0.00000244096,0.000211031,0.963868,0.000009612254,0.00002501312,0.00006842503,0.000259031,0.0004588664,0.03448209,0.00002932468,0.0005790998,0.000007052066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990655,0.000112372,0.0001289301,0.00002105892,0.000001602634,0.000006308412,0.0001958688,0.00000585423,0.0004627045],"genre_scores_gemma":[0.9987615,0.0002107268,0.0003034512,0.00004252795,0.00000222474,0.000008132313,0.0001754475,0.000004848816,0.0004911507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03143261,"threshold_uncertainty_score":0.06249934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008482438919640452,"score_gpt":0.2070341825063208,"score_spread":0.1985517435866803,"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."}}