{"id":"W2059970375","doi":"10.1007/s11252-012-0258-z","title":"Thermal and chemical stratification of urban ponds: Are they ‘completely mixed reactors’?","year":2012,"lang":"en","type":"article","venue":"Urban Ecosystems","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Environment and Climate Change Canada; Trent University","funders":"","keywords":"Water column; Seston; Biogeochemical cycle; Stratification (seeds); Environmental chemistry; Hydrology (agriculture); Surface water; Environmental science; Dissolved organic carbon; Particulates; Nitrogen; Biogeochemistry; Chemistry; Nutrient; Oceanography; Environmental engineering; Geology; Phytoplankton","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":[0.0007043043,0.0002112431,0.0004726936,0.0004575494,0.0005374633,0.001895928,0.0005723649,0.0006046523,0.001572586],"category_scores_gemma":[0.001314728,0.0006691936,0.0002763715,0.0003586828,0.002396568,0.002078913,0.00120926,0.0002316427,0.0001780286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006409593,"about_ca_system_score_gemma":0.0006426873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005117224,"about_ca_topic_score_gemma":0.008841098,"domain_scores_codex":[0.9994569,0.0001704443,0.00002666946,0.0001076785,0.00008405746,0.0001541839],"domain_scores_gemma":[0.9993935,0.0001313769,0.0001693622,0.00006875716,0.00008165769,0.0001553341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003314458,0.0003720595,0.727394,0.0004347381,0.0004788933,0.0007758528,0.004627278,0.006264987,0.1592046,0.03076042,0.001177736,0.06519487],"study_design_scores_gemma":[0.00009382554,0.0005868247,0.944414,0.00006890159,0.000142067,0.0005090429,0.009176892,0.01427921,0.01566843,0.0108281,0.004124803,0.0001079312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978677,0.0002776796,0.000500305,0.00009496245,0.000007168691,0.000006149322,0.00002818501,0.000006440956,0.001211398],"genre_scores_gemma":[0.9995613,0.00007307452,0.0001502799,0.0000233158,0.000005688669,0.000003141527,0.00001979662,0.000001707322,0.0001617262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005117224,"threshold_uncertainty_score":0.01017493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486216303495443,"score_gpt":0.2046416184684275,"score_spread":0.1897794554334731,"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."}}