{"id":"W2285819918","doi":"","title":"Cold climate hydrological flow characteristics of constructed wetlands","year":2005,"lang":"en","type":"article","venue":"","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Environmental science; Hydrology (agriculture); Subsurface flow; Hydraulics; TRACER; Wastewater; Constructed wetland; Environmental engineering; Mixing (physics); Geology; Groundwater; Ecology; Geotechnical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220185,0.0001082372,0.0001119576,0.0004508983,0.0002375277,0.0002636485,0.0001154504,0.0001417966,0.0006263831],"category_scores_gemma":[0.0002705973,0.00007960982,0.0001121264,0.0003524749,0.0001586799,0.0001718101,0.0001046032,0.0001539886,0.0000658541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108351,"about_ca_system_score_gemma":0.0002399672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421128,"about_ca_topic_score_gemma":0.01426514,"domain_scores_codex":[0.9999299,0.000006762221,0.000004320382,0.00001555602,0.00002258498,0.0000209747],"domain_scores_gemma":[0.9997668,0.00005207508,0.00007595197,0.000009327043,0.0000635417,0.00003236271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006232866,0.0001335552,0.2246877,0.00008530577,0.00003322278,0.0002298696,0.0003965929,0.008712042,0.7436077,0.0003095217,0.0007509253,0.02043026],"study_design_scores_gemma":[0.000008972303,0.0001395761,0.9552677,0.000002795085,0.00001547432,0.000067301,0.0001625504,0.006671018,0.03674458,0.00006245296,0.0008390212,0.0000186005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986217,0.00003083206,0.0006215066,0.000009325035,0.000002109264,0.000007928044,0.0002136341,0.00001652082,0.0004764031],"genre_scores_gemma":[0.9992728,0.00002024859,0.0002332992,0.000003280762,0.000001534261,0.000007568972,0.0002157293,0.000003358644,0.000242252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421128,"threshold_uncertainty_score":0.02825713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006280078224575839,"score_gpt":0.1990095687665477,"score_spread":0.1927294905419718,"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."}}