{"id":"W2049344216","doi":"10.1080/14634980260199981","title":"Is Lake Erie a resilient ecosystem?","year":2002,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Eutrophication; Picoplankton; Trophic state index; Environmental science; Biota; Ecosystem; Phytoplankton; Ecology; Biomass (ecology); Lake ecosystem; Plankton; Chlorophyll a; Oceanography; Biology; Nutrient; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004592021,0.0001955165,0.0003163684,0.0007356072,0.001027873,0.002381807,0.000449685,0.0008718316,0.00217896],"category_scores_gemma":[0.0007233546,0.0001476852,0.0001689067,0.0006631811,0.001267589,0.002677046,0.002367816,0.0003048588,0.0004418872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612255,"about_ca_system_score_gemma":0.001583591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261608,"about_ca_topic_score_gemma":0.035106,"domain_scores_codex":[0.9995814,0.00004188668,0.00002685773,0.00006885271,0.00007396375,0.0002070173],"domain_scores_gemma":[0.9995784,0.00002279192,0.0001100994,0.00002753812,0.0001191648,0.0001419816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004747277,0.0002080428,0.6379947,0.001951268,0.0004005169,0.009503871,0.01590269,0.001428371,0.02048663,0.02550627,0.04752263,0.2386204],"study_design_scores_gemma":[0.00003159198,0.0002209147,0.6794918,0.000556053,0.0001192907,0.003095412,0.0312114,0.001055316,0.001414856,0.01104751,0.2715932,0.0001625162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164922,0.00583377,0.0007366626,0.0357555,0.0001664017,0.00006097716,0.001202289,0.0002628629,0.03948934],"genre_scores_gemma":[0.9863239,0.004166001,0.0007150045,0.003747524,0.00009634149,0.00002435404,0.0005922358,0.0000160518,0.004318517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261608,"threshold_uncertainty_score":0.02508533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488316481488526,"score_gpt":0.2528559360644357,"score_spread":0.2279727712495504,"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."}}