{"id":"W1992648522","doi":"10.1007/s10201-009-0277-5","title":"Nutrient ratios and phytoplankton community structure in the large, shallow, eutrophic, subtropical Lakes Okeechobee (Florida, USA) and Taihu (China)","year":2009,"lang":"en","type":"article","venue":"Limnology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Chinese Academy of Sciences","keywords":"Eutrophication; Phytoplankton; Cyanobacteria; Dominance (genetics); Diatom; Nutrient; Environmental science; Community structure; Subtropics; Ecology; Phosphorus; Biology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000274985,0.0001643108,0.0002363238,0.0000331749,0.0002681935,0.0000393765,0.0002663468,0.0001741917,0.0001543831],"category_scores_gemma":[0.00003961111,0.0001167421,0.00002253684,0.0001316246,0.0001746433,0.0001054045,0.000117338,0.0005836319,0.0000160529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003992241,"about_ca_system_score_gemma":0.000006726045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003497682,"about_ca_topic_score_gemma":0.01999557,"domain_scores_codex":[0.9987589,0.0003453702,0.000208773,0.0002263229,0.0001484508,0.0003121834],"domain_scores_gemma":[0.9993978,0.0001298951,0.00007485722,0.0003317014,0.000003992151,0.00006172198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005680217,0.0001544837,0.9638977,0.00002226803,0.000009751559,0.00003639244,0.003149503,0.00009548068,0.002557407,0.02721368,0.0003615209,0.002445028],"study_design_scores_gemma":[0.0006017946,0.0003242452,0.9791663,0.00001066102,0.000009989055,0.0001086214,0.0003310375,0.002364778,0.00004928814,0.01256859,0.004317547,0.0001470977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962711,0.0001639912,0.0002172566,0.001777134,0.0001006695,0.0002663723,0.00003717605,0.00001549651,0.001150785],"genre_scores_gemma":[0.9988092,0.00008347335,0.0001819751,0.0007710382,0.00005570768,0.000008016192,0.0000234148,0.000005935858,0.00006122147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196458,"threshold_uncertainty_score":0.997887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007809872959742915,"score_gpt":0.2222508143313659,"score_spread":0.214440941371623,"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."}}