{"id":"W1983989831","doi":"10.1890/1051-0761(2003)13[1135:oplfap]2.0.co;2","title":"OPTIMAL PHOSPHORUS LOADING FOR A POTENTIALLY EUTROPHIC LAKE","year":2003,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eutrophication; Phosphorus; Environmental science; Ecology; Environmental chemistry; Nutrient; Chemistry; Biology","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":[0.000732673,0.000719867,0.00063768,0.0006028911,0.0005222569,0.001492412,0.0004894666,0.001098111,0.001847577],"category_scores_gemma":[0.002148628,0.0005907822,0.0003431102,0.0004462936,0.001142152,0.001365206,0.001438255,0.0007589253,0.0001734912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109812,"about_ca_system_score_gemma":0.002635829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005528877,"about_ca_topic_score_gemma":0.00481209,"domain_scores_codex":[0.9997507,0.00007706782,0.00001373981,0.00003855172,0.00004027917,0.00007966139],"domain_scores_gemma":[0.9995301,0.0002240717,0.00009915434,0.00001378032,0.0000562918,0.00007668201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00007684128,0.00005086538,0.0009127378,0.00005803117,0.00002780502,0.00007340482,0.00004956649,0.9833852,0.00389885,0.005853779,0.0002654486,0.005347505],"study_design_scores_gemma":[0.00005185886,0.000161436,0.0009840446,0.00002452348,0.00003980194,0.00002741094,0.0000892059,0.9746406,0.002823069,0.02052755,0.0006058474,0.00002472761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786364,0.0007546358,0.1949976,0.002586366,0.00005541463,0.0001396308,0.0001712186,0.0002243708,0.01470675],"genre_scores_gemma":[0.9853258,0.0002896629,0.01151504,0.00009778312,0.0000111574,0.00006615806,0.00003843991,0.00003138658,0.002624608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005528877,"threshold_uncertainty_score":0.01530784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072930265706387,"score_gpt":0.2270474617467153,"score_spread":0.2163181590896515,"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."}}