{"id":"W2772515455","doi":"10.7202/1047053ar","title":"La production de nitrites lors de la dénitrification des eaux usées par biofiltration - stratégie de contrôle et de réduction des concentrations résiduelles","year":2018,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Nitrite; Sugar industry; Pollution prevention; Tokamak Fusion Test Reactor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001082743,0.0007651577,0.0005661608,0.0004755897,0.0005836719,0.00119006,0.0006230809,0.0005415252,0.0006672372],"category_scores_gemma":[0.0003300684,0.0003385707,0.0009934561,0.0004325494,0.000383759,0.000546553,0.0004450192,0.0005512506,0.0003342101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287212,"about_ca_system_score_gemma":0.00144382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.025938,"about_ca_topic_score_gemma":0.03529475,"domain_scores_codex":[0.9994866,0.00006618454,0.00002394219,0.0001201772,0.0002395719,0.00006354878],"domain_scores_gemma":[0.9997293,0.00004972408,0.00004509812,0.00001969519,0.0001323295,0.00002388856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005887211,0.0002413999,0.0180919,0.0005132892,0.0001004134,0.0001155718,0.0003562389,0.04317043,0.8647482,0.0008931185,0.0003233869,0.07085722],"study_design_scores_gemma":[0.00003969938,0.001505421,0.03193424,0.00007873344,0.0001357683,0.00008963952,0.0004034952,0.04212805,0.9130455,0.0005003617,0.01008287,0.00005630738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527962,0.002825349,0.03890133,0.0003060863,0.00004338433,0.000128884,0.0002597309,0.0001843093,0.004554785],"genre_scores_gemma":[0.9559138,0.00312142,0.02693012,0.00007701974,0.000009058882,0.0001186351,0.0003484583,0.00003467806,0.01344689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025938,"threshold_uncertainty_score":0.05157405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702198904128194,"score_gpt":0.3178932062614032,"score_spread":0.2708712172201213,"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."}}