{"id":"W2768390272","doi":"10.4236/ojss.2017.711025","title":"Spatial and Temporal Stability of Major and Trace Element Leaching in Urban Stormwater Sediments","year":2017,"lang":"en","type":"article","venue":"Open Journal of Soil Science","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Centre National de la Recherche Scientifique","keywords":"Trace element; Stormwater; Environmental science; Leaching (pedology); Environmental chemistry; Sediment; Spatial variability; Hydrology (agriculture); Soil science; Geology; Chemistry; Geochemistry; Soil water; Geotechnical engineering; Surface runoff; Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.003056903,0.0000876208,0.000178721,0.00006790838,0.0004482052,0.0002755832,0.001036476,0.00001828304,0.0001630256],"category_scores_gemma":[0.00007422977,0.00007124125,0.00001918099,0.00008196838,0.001077754,0.002458778,0.001345242,0.0001311885,0.000003837887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873392,"about_ca_system_score_gemma":0.00003721942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007000642,"about_ca_topic_score_gemma":0.002983318,"domain_scores_codex":[0.9986074,0.00004783192,0.0003606096,0.0002337935,0.0005119512,0.0002384214],"domain_scores_gemma":[0.9991137,0.00001402588,0.0004382471,0.000277528,0.00001854899,0.0001379462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002695865,0.00007608668,0.9857175,0.00000552634,0.000003898574,0.000006164538,0.001183311,0.00001538979,0.008264312,0.00002310557,0.00007844939,0.004599352],"study_design_scores_gemma":[0.0007481914,0.000145752,0.993858,0.00003491479,0.00001077608,0.000008334248,0.0002423948,0.0005721905,0.003558657,0.0001658244,0.000565538,0.00008941571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963609,0.00002575891,0.0002196313,0.0005007182,0.0001102296,0.0001932443,0.000002442824,0.000001223129,0.002585853],"genre_scores_gemma":[0.9980804,0.000008210882,0.001758828,0.00001870474,0.00001211389,0.0000018735,1.2245e-7,0.000003623234,0.0001160922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008140565,"threshold_uncertainty_score":0.9996119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703839197910286,"score_gpt":0.2733114183729191,"score_spread":0.2462730263938162,"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."}}