{"id":"W7020660556","doi":"","title":"Management of fish farm sludge in vertical flow treatment wetlands planted with macrophytes: mesocosm experiment","year":2021,"lang":"en","type":"dissertation","venue":"DSpace repository (University of Tartu)","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Mesocosm; Wetland; Effluent; Dewatering; Water quality; Vegetation (pathology); Irrigation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004262717,0.0004244618,0.0006350218,0.0001855379,0.0006234982,0.0003286942,0.0005053405,0.0004689725,0.0007180264],"category_scores_gemma":[0.0002876935,0.0002257065,0.0004645694,0.0001779542,0.0004081291,0.0003664722,0.0004466576,0.0009149868,0.0001340914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222075,"about_ca_system_score_gemma":0.00121763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001167,"about_ca_topic_score_gemma":0.0233094,"domain_scores_codex":[0.9996902,0.00004465841,0.00002334148,0.0001338127,0.00005531616,0.00005270539],"domain_scores_gemma":[0.9994765,0.00005224318,0.0001051132,0.00006713918,0.00007390988,0.0002252282],"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":[0.005886569,0.007082619,0.007347732,0.0000830302,0.00004669344,0.0001072157,0.0004220061,0.000963605,0.9739838,0.00007558248,0.00009125356,0.003909956],"study_design_scores_gemma":[0.001726592,0.1150295,0.2415544,0.00002822567,0.0002754191,0.0001503069,0.001170346,0.009870956,0.6271105,0.0002844557,0.002709869,0.00008949524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9996682,0.000006262367,0.0001220323,0.000007227593,0.000004385186,0.00005381086,0.00004602818,0.000003656724,0.00008848083],"genre_scores_gemma":[0.9938954,0.00006003603,0.003179964,0.00006376392,0.000007960179,0.0003979298,0.0002420186,0.000007914201,0.002145059],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01001167,"threshold_uncertainty_score":0.01990682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004955690305343131,"score_gpt":0.1873252898766196,"score_spread":0.1823695995712765,"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."}}