{"id":"W2060439485","doi":"10.1080/09593332308618376","title":"Application of a Dynamic 2-D Mixing Model to Assess the Impact of Chemical Spills on Raw Water Quality","year":2002,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Mixing (physics); Water quality; Hydrology (agriculture); Surface water; Raw water; Flood myth; Environmental engineering; Geotechnical engineering; Geology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004741735,0.0006113432,0.0004993741,0.0005199696,0.0005642158,0.0008444054,0.0008558456,0.0007805668,0.001295841],"category_scores_gemma":[0.001038852,0.000475672,0.0007536961,0.0005393395,0.0002362117,0.0004943428,0.0005643511,0.0005627687,0.0001452353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051326,"about_ca_system_score_gemma":0.002213549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1331662,"about_ca_topic_score_gemma":0.0658947,"domain_scores_codex":[0.9997711,0.00004214219,0.00001626987,0.00005815428,0.00007766252,0.0000346026],"domain_scores_gemma":[0.9996703,0.0001299647,0.00003046316,0.00002298108,0.0001228666,0.00002337006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003161251,0.00002749213,0.003212072,0.000009580193,0.00001266654,0.00001829742,0.00001486186,0.9912949,0.001626879,0.0004120689,0.00009697833,0.003242471],"study_design_scores_gemma":[0.000008149591,0.00001553586,0.0007182553,6.151648e-7,0.000004040481,0.000002290904,0.000004587135,0.9985941,0.0004320997,0.0001000383,0.0001146139,0.000005659394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7781583,0.00008056475,0.2084664,0.0002666835,0.00004225055,0.0003110945,0.001477156,0.001394829,0.009802818],"genre_scores_gemma":[0.9719402,0.00005075222,0.02492377,0.00003035726,0.000004716097,0.0001109055,0.0005009583,0.00004168184,0.002396652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331662,"threshold_uncertainty_score":0.2647821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285725314232856,"score_gpt":0.3124978067434688,"score_spread":0.2796405536011402,"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."}}