{"id":"W4389392528","doi":"10.1111/gcb.17046","title":"Anoxia begets anoxia: A positive feedback to the deoxygenation of temperate lakes","year":2023,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prince Albert Grand Council; Parks Canada","funders":"Missouri Department of Natural Resources; Leibniz-Gemeinschaft; Natural Environment Research Council; Water Power Technologies Office; Cornell Atkinson Center for Sustainability, Cornell University; Oak Ridge National Laboratory; Institute for Critical Technology and Applied Science; Norges Forskningsråd; Ministry of Business, Innovation and Employment; Svenska Forskningsrådet Formas; Deutsche Forschungsgemeinschaft; Sight Research UK; Leibniz-Institut für Gewässerökologie und Binnenfischerei; Vetenskapsrådet; National Science Foundation","keywords":"Anoxic waters; Phytoplankton; Nutrient; Environmental science; Phosphorus; Temperate climate; Chlorophyll a; Ecology; Environmental chemistry; Oceanography; Chemistry; Biology; Geology; Botany","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":[0.001038394,0.0003014487,0.0002723514,0.0007288939,0.0004060585,0.0008100434,0.000308063,0.0002541569,0.0008770988],"category_scores_gemma":[0.002734483,0.0001804907,0.0006770052,0.0008387559,0.0004265017,0.0008396719,0.001207033,0.0002587284,0.0001205275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792029,"about_ca_system_score_gemma":0.0004593101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01768876,"about_ca_topic_score_gemma":0.03414919,"domain_scores_codex":[0.9995261,0.0001450116,0.0000568357,0.000142555,0.00005721966,0.00007225329],"domain_scores_gemma":[0.9989666,0.0003384638,0.000324563,0.00009423055,0.0001650542,0.0001111314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001949241,0.00003149448,0.9743143,0.0001877456,0.0003893857,0.0001801009,0.0006393237,0.003814479,0.008903447,0.0005777414,0.001235129,0.009532048],"study_design_scores_gemma":[0.00001157677,0.00003499906,0.9894027,0.00002546575,0.00009170692,0.00004021024,0.0002929102,0.007139449,0.000523998,0.0004647067,0.001954682,0.00001770467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969054,0.0003396949,0.0006737278,0.0001829926,0.00000878186,0.000005453707,0.001124572,0.00005559132,0.0007037334],"genre_scores_gemma":[0.9971584,0.0001103603,0.0005498351,0.00007156321,0.00001718969,0.000008824947,0.001930964,0.00001250728,0.0001402744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768876,"threshold_uncertainty_score":0.03517157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872967403719697,"score_gpt":0.2473161004606129,"score_spread":0.2185864264234159,"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."}}