{"id":"W2163459615","doi":"10.1007/s10661-005-9081-9","title":"The Great Lakes, an Ecosystem Rehabilitated, But Still Under Threat","year":2006,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Toronto","funders":"","keywords":"Ecosystem; Water quality; Environmental protection; State (computer science); Environmental resource management; Environmental science; Environmental planning; Quality (philosophy); Business; Ecology; Computer science","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":[0.0002944969,0.0001968542,0.0001709433,0.0001968782,0.002418898,0.001365642,0.0004635219,0.0007627557,0.001474752],"category_scores_gemma":[0.0009651419,0.0001495293,0.00008522028,0.0005175541,0.002552654,0.001073042,0.001433914,0.0007301112,0.0001609953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358169,"about_ca_system_score_gemma":0.004181384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07630496,"about_ca_topic_score_gemma":0.396627,"domain_scores_codex":[0.9997582,0.00009635957,0.000005541378,0.00002676965,0.00005779091,0.00005542004],"domain_scores_gemma":[0.9995787,0.0000412084,0.00007763432,0.00003917075,0.00009266321,0.0001705864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005250227,0.0002583014,0.5787996,0.0009471757,0.0003819376,0.007635725,0.03367291,0.002446357,0.03510441,0.02224856,0.07971995,0.23826],"study_design_scores_gemma":[0.00003455918,0.0003356117,0.7654622,0.0002080027,0.00009160989,0.001339795,0.05025024,0.001022056,0.001404886,0.009009551,0.1708056,0.00003583716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936729,0.002706213,0.0006660521,0.03592269,0.0001712284,0.00002796848,0.000275654,0.00005419199,0.02344717],"genre_scores_gemma":[0.9815192,0.002803143,0.001715176,0.003061365,0.0001319537,0.00002733436,0.0001598907,0.00001220672,0.01056973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.923695,"threshold_uncertainty_score":0.1517217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00833526329900825,"score_gpt":0.232937449869296,"score_spread":0.2246021865702877,"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."}}