{"id":"W4293255354","doi":"10.1109/tia.2022.3152713","title":"Electrochemical Oxidation of Ammonia-Laden Wastewater in the Mining Industry","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Effluent; Ammonia; Wastewater; Sewage treatment; Waste management; Environmental science; Chemistry; Environmental engineering; Engineering","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":[0.0003014915,0.0002108443,0.0004955725,0.00028232,0.0002133686,0.000637299,0.0004137965,0.0005239287,0.00112592],"category_scores_gemma":[0.0006477475,0.0001842453,0.0003979897,0.0004662697,0.0001764787,0.0003494181,0.0002862929,0.0002981497,0.0002066842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998899,"about_ca_system_score_gemma":0.0002978996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697193,"about_ca_topic_score_gemma":0.002831483,"domain_scores_codex":[0.9998203,0.00002988892,0.00001050066,0.0000272575,0.00007402858,0.00003802975],"domain_scores_gemma":[0.9998102,0.00009882447,0.00003125515,0.00001123724,0.0000399655,0.00000866533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008740893,0.0004002059,0.01388417,0.0008612241,0.0001056694,0.001317717,0.0001444665,0.7504568,0.1931184,0.004421146,0.001362947,0.03305302],"study_design_scores_gemma":[0.00007917589,0.001490094,0.006674414,0.00004650628,0.00005421048,0.0002416678,0.0001885305,0.8497511,0.1369679,0.001499964,0.002961821,0.0000446934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877707,0.0007146159,0.006466141,0.0001065259,0.00002335062,0.00002987752,0.0002500808,0.00007242552,0.004566361],"genre_scores_gemma":[0.9968436,0.0003552974,0.001918301,0.00002047383,0.000002459346,0.00001676264,0.00008388149,0.000005818704,0.0007534158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697193,"threshold_uncertainty_score":0.005362928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405259390555171,"score_gpt":0.2484688890588291,"score_spread":0.2344162951532774,"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."}}