{"id":"W2117977200","doi":"10.5751/es-03184-150120","title":"Transient Social&amp;#8211;Ecological Stability: the Effects of Invasive Species and Ecosystem Restoration on Nutrient Management Compromise in Lake Erie","year":2010,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ohio Sea Grant College, Ohio State University; National Oceanic and Atmospheric Administration; Ohio State University; U.S. Fish and Wildlife Service; Ohio Lake Erie Commission","keywords":"Compromise; Ecosystem; Ecology; Environmental science; Nutrient; Restoration ecology; Ecological stability; Lake ecosystem; Environmental resource management; Biology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001021644,0.0001298091,0.0002609576,0.0005110002,0.0008664098,0.0007297968,0.0004593843,0.0006385801,0.002944042],"category_scores_gemma":[0.004135947,0.0001260294,0.0002963538,0.0003028764,0.001645191,0.0007624439,0.002178762,0.0006290663,0.0001268329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234829,"about_ca_system_score_gemma":0.001287272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03730923,"about_ca_topic_score_gemma":0.1355807,"domain_scores_codex":[0.9995561,0.0001133736,0.00002825832,0.00006263801,0.00009575479,0.0001438248],"domain_scores_gemma":[0.9973615,0.0005101707,0.0008239421,0.0001327649,0.000260285,0.0009113991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001928963,0.0007646377,0.9337733,0.0001150342,0.0003746659,0.001230468,0.005637582,0.001702017,0.008535089,0.0008281498,0.002768937,0.04234102],"study_design_scores_gemma":[0.000009276721,0.0002114826,0.9971477,0.000007015899,0.00001854687,0.00005391641,0.001503529,0.000378378,0.0001891671,0.0001521792,0.0003214105,0.000007392253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989837,0.00006192055,0.00003177451,0.0002458204,0.000001787709,0.000003156615,0.00003154053,0.000003067116,0.0006372861],"genre_scores_gemma":[0.9996715,0.00002814796,0.00003249384,0.00005673786,0.000002813273,0.000004093035,0.00003247662,0.000001326235,0.0001703779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03730923,"threshold_uncertainty_score":0.07418412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138894355347215,"score_gpt":0.2174993107400284,"score_spread":0.2036098752053069,"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."}}