{"id":"W4395094261","doi":"10.1039/d3va00267e","title":"Mineral formation explains the high retention efficiency of dissolved reactive phosphorus in a residential stormwater pond","year":2024,"lang":"en","type":"article","venue":"Environmental Science Advances","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York Central Hospital; Environment and Climate Change Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund","keywords":"Stormwater; Phosphorus; Environmental science; Trophic level; Water quality; Environmental chemistry; Environmental engineering; Surface runoff; Ecology; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006810545,0.0001673167,0.0001236197,0.0001437223,0.0003187326,0.00007562221,0.0005296835,0.00003247599,0.0005022749],"category_scores_gemma":[0.00002055123,0.0001177743,0.00006377222,0.0007667333,0.001494391,0.0034232,0.0003771752,0.0001456902,0.0002395463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008206926,"about_ca_system_score_gemma":0.00001047334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004718639,"about_ca_topic_score_gemma":0.0002943712,"domain_scores_codex":[0.9977912,0.00005449625,0.000345414,0.0004989315,0.0008773613,0.0004325788],"domain_scores_gemma":[0.9994862,0.00004371077,0.0001050835,0.0002997867,0.000002102358,0.00006308902],"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":[0.00008287696,0.0003185215,0.03755015,0.00002547201,0.0000118713,0.00003317907,0.007240434,0.005693235,0.9357743,0.0008062338,0.0006705219,0.01179318],"study_design_scores_gemma":[0.0006302979,0.0003162033,0.7791917,0.0001148987,0.00005396817,0.00002351117,0.003807491,0.008774817,0.1877036,0.002906829,0.01590249,0.0005741704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955624,0.0003968753,0.0007714787,0.0003327027,0.0004079067,0.0004278888,0.00001827422,0.0000355112,0.002046962],"genre_scores_gemma":[0.9986963,0.00009921188,0.0003179612,0.00002720279,0.00002565854,0.0000575725,0.00001427149,0.0000103873,0.0007514671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7480708,"threshold_uncertainty_score":0.5506148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006282373694349976,"score_gpt":0.2142587851211829,"score_spread":0.2079764114268329,"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."}}