{"id":"W817568534","doi":"10.1016/j.jglr.2015.06.005","title":"The ecological history of Lake Ontario according to phytoplankton","year":2015,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Environmental Protection Agency","keywords":"Pelagic zone; Eutrophication; Phytoplankton; Environmental science; Oceanography; Bay; Algal bloom; Ecology; Ecosystem; Nutrient; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001543746,0.0001399481,0.0001081078,0.000985989,0.001260659,0.0008011853,0.00017997,0.0001510124,0.001579746],"category_scores_gemma":[0.0003689167,0.00009284947,0.0001585128,0.002018754,0.000595887,0.0002708304,0.0004644735,0.0001262508,0.000114685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100908,"about_ca_system_score_gemma":0.008051153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9096487,"about_ca_topic_score_gemma":0.9760566,"domain_scores_codex":[0.9998702,0.000009441626,0.000008052157,0.00002091066,0.00005154076,0.00003981675],"domain_scores_gemma":[0.999743,0.00001409816,0.00005155175,0.000005534196,0.0001369085,0.00004874133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000237135,0.00002086021,0.7924733,0.001206045,0.0001648685,0.0014158,0.02687588,0.0008451902,0.01570067,0.00572281,0.01105427,0.1442832],"study_design_scores_gemma":[0.000001640134,0.00001829853,0.9620773,0.0000814528,0.00002856654,0.0001260721,0.002022238,0.00008249968,0.0001811045,0.0001130624,0.03525668,0.00001122654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344305,0.02281754,0.0005702677,0.001472877,0.00003626905,0.00004409552,0.003050178,0.00003456753,0.03754357],"genre_scores_gemma":[0.9760597,0.0126155,0.0006109589,0.0001538427,0.00000844463,0.000019882,0.0008742331,0.000007672874,0.009649748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09035134,"threshold_uncertainty_score":0.1817668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213775074883348,"score_gpt":0.3336250049500449,"score_spread":0.2122474974617101,"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."}}