{"id":"W3198915312","doi":"","title":"The Impact of a Nitrogen-Removal Wastewater Upgrade on Primary Producers in Phosphorous-Rich Streams of the Northern Great Plains","year":2020,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Regina","keywords":"STREAMS; Upgrade; Environmental science; Nitrogen; Wastewater; Waste management; Environmental engineering; Engineering; Chemistry; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001876839,0.0001471586,0.0002171051,0.0001583503,0.0004285035,0.0007392376,0.000224167,0.0005024821,0.001139056],"category_scores_gemma":[0.0002409933,0.00008084219,0.0003027156,0.0002675341,0.0002854235,0.0002312322,0.0004123655,0.0002387094,0.0001509715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186871,"about_ca_system_score_gemma":0.001212065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04210075,"about_ca_topic_score_gemma":0.05246704,"domain_scores_codex":[0.9998889,0.00001835503,0.000006657516,0.00002723473,0.00002221003,0.00003666016],"domain_scores_gemma":[0.9999164,0.00002003085,0.00001561292,0.000003194161,0.0000225611,0.00002215243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003708403,0.002053488,0.471577,0.0004859271,0.0003040099,0.002486449,0.002506572,0.01201816,0.3957186,0.0006077455,0.003111151,0.1054224],"study_design_scores_gemma":[0.00004113185,0.0008078075,0.9807841,0.00002220798,0.00007883932,0.00006575798,0.002362827,0.002027335,0.01152733,0.000135876,0.002134535,0.00001217628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988513,0.00004056963,0.00001604879,0.00007779156,0.000003491413,0.000004318155,0.00007639061,0.00000265337,0.0009275071],"genre_scores_gemma":[0.9978449,0.0001515371,0.0001044576,0.00006939894,0.000004978054,0.000005934231,0.0001379102,0.000002035038,0.001678717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04210075,"threshold_uncertainty_score":0.08371139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005397770213944265,"score_gpt":0.1858975841368656,"score_spread":0.1804998139229213,"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."}}