{"id":"W2300513497","doi":"10.14796/jwmm.r228-15","title":"Characterization and Comparison of Sediments from Four Stormwater Ponds","year":2008,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Environment; McMaster University","keywords":"Stormwater; Christian ministry; Environmental science; Agency (philosophy); Environmental protection; Sediment; Environmental planning; Water resource management; Hydrology (agriculture); Environmental engineering; Geology; Surface runoff; Political science; Geotechnical engineering; Geomorphology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002547553,0.0001445582,0.0002587737,0.0001579009,0.0001294313,0.0000233253,0.0002324159,0.00003766429,0.0002840059],"category_scores_gemma":[0.00000208489,0.000107091,0.00006820298,0.00008012952,0.00006204645,0.0006651424,0.0003536009,0.0001083499,0.00004309568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033442,"about_ca_system_score_gemma":0.000001801057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005326298,"about_ca_topic_score_gemma":0.00000410169,"domain_scores_codex":[0.9984112,0.00004101064,0.0006332227,0.0001800428,0.0005094568,0.0002250929],"domain_scores_gemma":[0.9994739,0.000005815867,0.0002443129,0.0001760787,0.00002410579,0.00007577505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003312584,0.0008293008,0.3866824,0.0001092201,0.0008571625,0.0001826478,0.01655966,0.1816941,0.4043477,0.00007029517,0.002626505,0.005709731],"study_design_scores_gemma":[0.0054754,0.0006125578,0.1480915,0.0002794432,0.000966776,0.00006956862,0.001258763,0.7742783,0.04884152,0.001805863,0.01720144,0.001118825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882995,0.00001921935,0.1104732,0.0001770648,0.0001825617,0.0001288258,0.000003075426,0.00001110385,0.0007054663],"genre_scores_gemma":[0.9944966,0.00006052264,0.004257924,0.00007931095,0.0000562497,0.000002708307,0.00001782687,0.00001604051,0.001012793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5925842,"threshold_uncertainty_score":0.4367043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874362217519836,"score_gpt":0.231477350164823,"score_spread":0.1927337279896246,"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."}}