{"id":"W2151177235","doi":"10.2166/wst.2003.0078","title":"Waste stabilisation ponds in extreme continental climates: a comparison of design methods from the USA, Canada, northern Europe and the former Soviet Union","year":2003,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Environmental Protection Agency","keywords":"Soviet union; European union; Normative; Climate change; Environmental science; Environmental protection; Oceanography; Political science; Geology; Business; International trade; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815465,0.0001463694,0.000206224,0.0001128083,0.0002540246,0.00004518849,0.0008041637,0.00005691738,0.0001580539],"category_scores_gemma":[0.0001421247,0.00006862104,0.0000177478,0.0009155445,0.002329174,0.000173603,0.00040702,0.0002106345,0.0000157021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714987,"about_ca_system_score_gemma":0.00003850827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1582901,"about_ca_topic_score_gemma":0.4259816,"domain_scores_codex":[0.9980401,0.000437426,0.000349243,0.0003757531,0.0003751799,0.0004222641],"domain_scores_gemma":[0.9992978,0.00009289489,0.0001214859,0.0004276266,0.00002934631,0.00003086813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005217902,0.00006388265,0.8306487,0.000003857731,0.000009118535,0.000003915588,0.008716119,0.00414348,0.1470492,0.001092931,0.00007181773,0.008144733],"study_design_scores_gemma":[0.001621773,0.0002145009,0.03025259,0.00003034004,0.00004090416,0.0000131893,0.0170392,0.03339292,0.9054484,0.003783362,0.007784843,0.0003779387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850839,0.00003958471,0.01173901,0.001347133,0.00008229855,0.0004561075,0.000002434112,0.0000152982,0.001234278],"genre_scores_gemma":[0.9966031,0.000006009092,0.003144595,0.0001248253,0.000002632783,0.00003035839,0.000001805727,0.000007935375,0.000078772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8003961,"threshold_uncertainty_score":0.8581941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346377174900114,"score_gpt":0.2548766415185866,"score_spread":0.2214128697695854,"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."}}