{"id":"W4378878194","doi":"10.1007/978-3-031-27833-4_8","title":"The “Green Liver” Concept: Green Liver Systems as Low-Impact Systems for Bioremediation Using Aquatic Macrophytes","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental contamination remediation and management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Macrophyte; Phytoremediation; Environmental remediation; Environmental science; Elodea canadensis; Aquatic plant; Aquatic ecosystem; Wastewater; Bioremediation; Biomass (ecology); Environmental chemistry; Biology; Environmental engineering; Ecology; Chemistry; Contamination","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":[0.000200059,0.0005943822,0.000367582,0.0005272497,0.0004509015,0.002094862,0.0006099895,0.0009884763,0.007007667],"category_scores_gemma":[0.0001361422,0.0002719227,0.00034935,0.0007728089,0.0009675707,0.002680097,0.001202089,0.001447772,0.003037773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000727749,"about_ca_system_score_gemma":0.0005246369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006357172,"about_ca_topic_score_gemma":0.001594645,"domain_scores_codex":[0.9998826,0.00001731012,0.000004283959,0.00002400874,0.00005413472,0.00001763257],"domain_scores_gemma":[0.9999644,0.00001112925,0.000004319937,0.000004461881,0.000009231479,0.000006596912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007574848,0.0001341459,0.0001443374,0.001372232,0.00001908646,0.0002436439,0.0005268048,0.002728713,0.1444764,0.3135473,0.07362938,0.4631022],"study_design_scores_gemma":[0.000007902245,0.0001120662,0.0002048134,0.0001573151,0.00001515267,0.0002894335,0.0001295501,0.002212196,0.03793287,0.03973625,0.9191825,0.00001994322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02607605,0.1531753,0.2328231,0.008557214,0.008776737,0.0003904352,0.0006264746,0.001596583,0.5679781],"genre_scores_gemma":[0.1538797,0.09649082,0.1241549,0.007229636,0.001649368,0.0004729881,0.0006359283,0.0008621712,0.6146246],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007007667,"threshold_uncertainty_score":0.02344292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324952914018044,"score_gpt":0.216841282214168,"score_spread":0.2035917530739876,"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."}}