{"id":"W7005559296","doi":"","title":"Release: Removal of nitrogen significantly improved water quality in one of Canada's most polluted streams","year":2021,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; STREAMS; Nitrogen; Water pollution; Quality (philosophy); Hydrology (agriculture)","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":[0.0002736922,0.0001925215,0.0002107191,0.0002880803,0.001710139,0.001004633,0.0004417131,0.0003800637,0.005331636],"category_scores_gemma":[0.0003333242,0.00009822315,0.0001860685,0.0002589977,0.0003795321,0.0001561118,0.0002420405,0.0004784302,0.0005513692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004576088,"about_ca_system_score_gemma":0.01378004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8891696,"about_ca_topic_score_gemma":0.9717655,"domain_scores_codex":[0.9997455,0.000008865192,0.000009070111,0.00003772408,0.0001386907,0.00006002406],"domain_scores_gemma":[0.9994406,0.00002636531,0.00002502242,0.00001578108,0.0003479363,0.0001442678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005343314,0.002510633,0.11165,0.0004350425,0.0002262216,0.001580175,0.001145337,0.002910623,0.5930206,0.0007265469,0.08345515,0.1969964],"study_design_scores_gemma":[0.0006146674,0.00245651,0.5186297,0.00007035887,0.0002351216,0.0003550762,0.002815376,0.006174532,0.3660482,0.0003149516,0.1021771,0.0001084357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9743912,0.0002533846,0.0007111655,0.001666424,0.0001127238,0.000203587,0.002148108,0.0003419237,0.0201715],"genre_scores_gemma":[0.8277954,0.0005801917,0.003128845,0.0007938385,0.00002449776,0.00004566587,0.00231925,0.0000945023,0.1652179],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1108304,"threshold_uncertainty_score":0.2229662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008072063687715132,"score_gpt":0.179658810496766,"score_spread":0.1715867468090509,"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."}}