{"id":"W2530537206","doi":"","title":"The Hydrochemical Fate and Transport of Treated Domestic Wastewater Contaminants During a Wastewater Polishing Experiment in a Sub-Arctic Ladder Fen Peatland","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Wastewater; Environmental science; Arctic; Contamination; Polishing; Waste management; Environmental chemistry; Environmental engineering; The arctic; Engineering; Ecology; Chemistry; Geology; Oceanography; Biology","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":[0.0004368892,0.0003164089,0.0007781672,0.0002266614,0.001495602,0.0007295482,0.0003527584,0.0005324683,0.0005331105],"category_scores_gemma":[0.0002454137,0.0002115565,0.0007058498,0.000230219,0.0005152355,0.0004080105,0.0005499636,0.001079749,0.0001980229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009001318,"about_ca_system_score_gemma":0.0009267142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04082344,"about_ca_topic_score_gemma":0.08037543,"domain_scores_codex":[0.9997469,0.00002619856,0.00001713503,0.00008612751,0.00007148752,0.00005212149],"domain_scores_gemma":[0.9997439,0.00004993951,0.00002886955,0.00001706826,0.0001043936,0.00005591435],"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":[0.001601105,0.001452068,0.03751471,0.0001675659,0.00006209253,0.0008812101,0.001449496,0.002675716,0.9476221,0.0001635209,0.0002221728,0.006188208],"study_design_scores_gemma":[0.0001273806,0.01260451,0.355603,0.00006930649,0.0002486343,0.0004322818,0.006343844,0.02513387,0.5939729,0.0007063115,0.004598808,0.0001592812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999279,0.00002564344,0.0001992343,0.00001672918,0.000006402947,0.00001555574,0.0001306745,0.000005532772,0.0003212596],"genre_scores_gemma":[0.9965543,0.0001671635,0.001472196,0.00006135037,0.000005649951,0.00005144199,0.0003731049,0.00001814008,0.00129668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04082344,"threshold_uncertainty_score":0.08117169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004694149283930004,"score_gpt":0.1881373612958897,"score_spread":0.1834432120119597,"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."}}