{"id":"W7030421529","doi":"","title":"Microplastic fate and behaviour in model freshwater mesocosms","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microplastics; Mesocosm; Freshwater ecosystem; Aquatic ecosystem; Ecosystem; Sink (geography); Water quality; Food web; Nutrient","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":[0.0006344256,0.0004947411,0.000810482,0.0002869156,0.0006168601,0.0006681032,0.0005544299,0.0007511943,0.000521309],"category_scores_gemma":[0.000382318,0.0002822848,0.0007399318,0.0003222128,0.0003428535,0.0004120276,0.0005996384,0.001011148,0.0002520867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638174,"about_ca_system_score_gemma":0.0007332213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732415,"about_ca_topic_score_gemma":0.0303591,"domain_scores_codex":[0.9993141,0.0000604444,0.00006789785,0.000326067,0.0001621818,0.00006943188],"domain_scores_gemma":[0.9994281,0.0001035801,0.0001291405,0.00006333743,0.0001702557,0.0001056041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007011007,0.0004024492,0.03123566,0.0001175087,0.00004371808,0.0001520133,0.0004603066,0.002569027,0.9605755,0.0001221597,0.0002320699,0.003388456],"study_design_scores_gemma":[0.000274001,0.01040038,0.3298777,0.00007413021,0.0002216351,0.0003237492,0.002023438,0.0482596,0.602378,0.0005731418,0.005459356,0.0001349096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967674,0.0001979626,0.001148872,0.00007283357,0.00001853375,0.0001345099,0.0009536564,0.00003301664,0.0006732177],"genre_scores_gemma":[0.9874653,0.0004323471,0.008309294,0.0002117228,0.00001142363,0.000375836,0.0009278888,0.00001669895,0.002249554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732415,"threshold_uncertainty_score":0.0344466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007986264233380396,"score_gpt":0.1804320695167784,"score_spread":0.172445805283398,"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."}}