{"id":"W4311872525","doi":"10.1002/lno.12270","title":"Nutrient function over form: Organic and inorganic nitrogen additions have similar effects on lake phytoplankton nutrient limitation","year":2022,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Integrative and Collaborative Education and Research; Rubenstein School of Environment and Natural Resources, University of Vermont; New York State Water Resources Institute, Cornell University; State University of New York Oneonta; Queen's University; State University of New York at New Paltz; Research Foundation for the State University of New York; Colby College; Dartmouth College; Global Lake Ecological Observatory Network; University of Notre Dame; State University of New York; National Science Foundation","keywords":"Phytoplankton; Nutrient; Microcosm; Biomass (ecology); Environmental science; Phosphorus; Environmental chemistry; Ecosystem; Biogeochemical cycle; Nitrogen; Nutrient cycle; Ecology; Eutrophication; Plankton; Biology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003083907,0.0003087917,0.0003095743,0.0002574565,0.000370256,0.0004828997,0.0002473366,0.0002987714,0.001151484],"category_scores_gemma":[0.0004498522,0.0001794079,0.0002201733,0.0002002096,0.0004047538,0.0003759124,0.0003652794,0.000158948,0.0001403885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000763857,"about_ca_system_score_gemma":0.0003500407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008772509,"about_ca_topic_score_gemma":0.01708344,"domain_scores_codex":[0.9998811,0.0000260885,0.000009438461,0.00004060324,0.00002129556,0.00002135828],"domain_scores_gemma":[0.9995981,0.00009690865,0.0001052137,0.00002766992,0.00007025662,0.00010184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00223498,0.0001688549,0.2254473,0.0001370104,0.0001021827,0.0001834384,0.0002475157,0.0004755471,0.7648289,0.00007087561,0.000172621,0.005930747],"study_design_scores_gemma":[0.00001444065,0.0003690737,0.9787586,0.000003478083,0.00003661757,0.00005802984,0.0001367277,0.0007910569,0.01943568,0.0000417418,0.0003484516,0.000006202406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994571,0.00008679449,0.00005458525,0.00001725934,0.000001548974,0.000003948182,0.00005745948,0.000005313907,0.0003160335],"genre_scores_gemma":[0.9990737,0.0000415185,0.0001525683,0.00004409378,0.000001857124,0.000008947309,0.00009630546,0.000004170845,0.0005766365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008772509,"threshold_uncertainty_score":0.01744294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004494838750711181,"score_gpt":0.1817500829200626,"score_spread":0.1772552441693514,"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."}}