{"id":"W6990648427","doi":"","title":"Effects of Microplastic on Freshwater Benthic Ecosystems: toxicity and impacts on biogeochemical cycling","year":2021,"lang":"en","type":"article","venue":"RIT Scholar Works (Rochester Institute of Technology)","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microcosm; Benthic zone; Ecosystem; Plastic pollution; Trophic level; Microplastics; Freshwater ecosystem; Biogeochemical cycle; Aquatic ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002157581,0.0002440081,0.000364622,0.0001706016,0.0001264626,0.00003708927,0.000241873,0.0004665737,0.00005869584],"category_scores_gemma":[0.0008220905,0.0002182523,0.00007702409,0.000408165,0.000443057,0.0001862753,0.0002962149,0.0006722819,0.00006382341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067693,"about_ca_system_score_gemma":0.00002641021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001466391,"about_ca_topic_score_gemma":0.000117178,"domain_scores_codex":[0.9985159,0.00004172281,0.0003900035,0.0004677211,0.0002507008,0.0003339357],"domain_scores_gemma":[0.9991812,0.0001424458,0.0001815887,0.0003578081,0.00002643527,0.0001105871],"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":[0.00006785236,0.0003423033,0.007204631,0.0001706836,0.00004517757,0.00005041524,0.00004803114,0.0002152863,0.9886252,0.0005699368,0.000286954,0.002373508],"study_design_scores_gemma":[0.0008611972,0.0002183668,0.003580872,0.001452128,0.0000585034,0.00005395339,0.00001811402,0.0002846423,0.9873856,0.0006036772,0.005259225,0.000223742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976265,0.0003347674,0.0007998138,0.0002317897,0.0005694553,0.0001862204,0.0000468696,0.00004779551,0.0001568281],"genre_scores_gemma":[0.9960268,0.0001443993,0.003635784,0.00009256945,0.00004258309,0.000007879539,0.00001700322,0.00001551549,0.00001742923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004972271,"threshold_uncertainty_score":0.8900073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005772523478975697,"score_gpt":0.2055407379545499,"score_spread":0.1997682144755742,"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."}}