{"id":"W2518642596","doi":"10.1080/iw-6.3.844","title":"Absence of winter and spring monsoon changes water level and rapidly shifts metabolism in a subtropical lake","year":2016,"lang":"en","type":"article","venue":"Inland Waters","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Queen's University","funders":"Academia Sinica; National Science Foundation","keywords":"Environmental science; Ecosystem respiration; Ecosystem; Autotroph; Primary production; Thermocline; Nutrient; Biomass (ecology); Water level; Stratification (seeds); Subtropics; Water column; Oceanography; Monsoon; Hydrology (agriculture); Ecology; Geology; Biology; Agronomy; Geography","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":[0.000107601,0.0001615024,0.0001805513,0.0002130754,0.0003162713,0.0002360926,0.0001393226,0.0001664025,0.0002682717],"category_scores_gemma":[0.0001794936,0.000146418,0.000138924,0.0001737538,0.0002495107,0.0002260232,0.0003183915,0.0001401499,0.00004007711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334387,"about_ca_system_score_gemma":0.0002546957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007293537,"about_ca_topic_score_gemma":0.01269753,"domain_scores_codex":[0.9999583,0.000007421938,0.000004075113,0.00001001385,0.000007362874,0.00001284624],"domain_scores_gemma":[0.9999026,0.00001011744,0.00003612793,0.000005768771,0.00001050363,0.00003487236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005231808,0.0001158839,0.7079215,0.00004561844,0.00009649295,0.0004916632,0.0009619071,0.001074547,0.2825558,0.00008358393,0.00006593156,0.006063896],"study_design_scores_gemma":[0.000005770406,0.0001108694,0.996642,0.00000104726,0.00001422809,0.0000508583,0.0002396051,0.001269746,0.001574667,0.00002938054,0.00005769347,0.00000412863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999522,0.000004778075,0.00001126929,0.000002831875,1.242485e-7,2.792202e-7,0.000006048654,7.530828e-7,0.000021829],"genre_scores_gemma":[0.9998953,0.00000724551,0.00002698122,0.000004693497,6.535938e-7,0.000001345771,0.00002665928,5.428113e-7,0.00003653495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007293537,"threshold_uncertainty_score":0.01450217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263918840877857,"score_gpt":0.2009384953852061,"score_spread":0.1882993069764275,"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."}}