{"id":"W2158168281","doi":"10.1080/14634980260199936","title":"Seasonal dynamics in the concentrations and retention of phosphorus in shallow Danish lakes after reduced loading","year":2002,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Biomanipulation; Phosphorus; Eutrophication; Environmental science; Animal science; Nutrient; Hydrology (agriculture); Ecology; Chemistry; Biology; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001639006,0.0001553828,0.0003128962,0.00006323824,0.00009092848,0.00003878147,0.0002013544,0.00005002345,0.0001664256],"category_scores_gemma":[0.00002548874,0.0001304181,0.00004213627,0.0003596067,0.00003936746,0.0001408107,0.00007330666,0.0001249884,0.00005019756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006742544,"about_ca_system_score_gemma":0.000009316411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009515556,"about_ca_topic_score_gemma":0.05270854,"domain_scores_codex":[0.9976463,0.0002689268,0.001034898,0.0003211208,0.000375334,0.0003533741],"domain_scores_gemma":[0.9990162,0.0001063456,0.0004979293,0.0003022243,0.000004409479,0.00007283816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003242164,0.0004929399,0.9434817,0.001440923,0.0000434894,0.00006633226,0.00619778,0.001865255,0.000009795347,0.02191344,0.0009219412,0.02353399],"study_design_scores_gemma":[0.0006696688,0.00008087317,0.2032504,0.0005264374,0.00001576198,0.0000104817,0.002706943,0.791431,0.000001164545,0.0004909586,0.0006594,0.0001569724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989408,0.0005418095,0.0007566975,0.001232565,0.0001330168,0.001409463,0.00002581637,0.0000123367,0.006480307],"genre_scores_gemma":[0.9984288,0.0003595007,0.0006249889,0.0002079463,0.00001173611,0.0001638357,0.00001802972,0.00001148178,0.0001737344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7895657,"threshold_uncertainty_score":0.9645771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334134806727645,"score_gpt":0.2242310319463447,"score_spread":0.2108896838790683,"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."}}