{"id":"W1642624133","doi":"10.1016/b0-08-043751-6/09169-6","title":"Worldwide Eutrophication of Water Bodies: Causes, Concerns, Controls","year":2003,"lang":"en","type":"book-chapter","venue":"Treatise on Geochemistry","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Lakehead University","funders":"","keywords":"Eutrophication; Environmental science; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001129231,0.000393242,0.0005499647,0.0000235422,0.00006307308,0.00001508906,0.0002180701,0.0003470121,0.01364738],"category_scores_gemma":[0.00001867028,0.0003119167,0.0001461138,0.00001285861,0.00019619,0.00003548336,0.00005804306,0.00024705,0.0008113643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695449,"about_ca_system_score_gemma":0.00001814374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001296002,"about_ca_topic_score_gemma":0.000131742,"domain_scores_codex":[0.9983854,0.00001630101,0.0005038882,0.000462521,0.0003722518,0.0002596829],"domain_scores_gemma":[0.9987481,0.00007610481,0.0003545594,0.0006787893,0.00002647287,0.0001159522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001605189,0.001571571,0.03223016,0.0052604,0.00347961,0.0009862253,0.00348833,0.004828803,0.2596759,0.09323987,0.5594571,0.03417685],"study_design_scores_gemma":[0.002763909,0.0003392176,0.0003740648,0.001530709,0.000588184,0.00006790997,0.00004792478,0.0006769974,0.08071844,0.02070542,0.8900551,0.002132082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01055034,0.0002664851,0.00002280937,0.0001671643,0.00009000899,0.0003474802,0.0003923443,0.00003393498,0.9881294],"genre_scores_gemma":[0.24715,0.0002510628,0.0001445052,0.0002448754,0.0001122655,0.00003690707,0.0005597731,0.00006671119,0.7514339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.330598,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093094447014154,"score_gpt":0.2157424042205957,"score_spread":0.2048114597504542,"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."}}