{"id":"W4304789011","doi":"10.3390/w14193094","title":"Chlorine vs. Sodium Chloride Regeneration of Zeolite Column for Ammonium Removal from an Explosives Impacted Mining Wastewater","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chlorine; Ammonium; Chemistry; Wastewater; Effluent; Ammonium chloride; Ammonia; Ion exchange; Chloride; Sodium; Pulp and paper industry; Inorganic chemistry; Environmental engineering; Ion; Environmental science; Biochemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002472645,0.0003513034,0.0004662741,0.000288451,0.0002534015,0.0004176489,0.0003815623,0.0004939481,0.0004852199],"category_scores_gemma":[0.0002647982,0.000162681,0.0005231126,0.00018673,0.0001272889,0.0002666649,0.0002847364,0.0003067304,0.0002574413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679638,"about_ca_system_score_gemma":0.0004011979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004676768,"about_ca_topic_score_gemma":0.007200258,"domain_scores_codex":[0.9997761,0.00003566307,0.00003056673,0.00004183032,0.00007211741,0.00004382171],"domain_scores_gemma":[0.9998788,0.00002595565,0.00002122916,0.000006087113,0.00004953445,0.00001841458],"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":[0.0001408763,0.00003482613,0.0003624592,0.0000608729,0.000006028728,0.00002305938,0.00001451082,0.00009328234,0.9977289,0.000005475939,0.00001053863,0.001519216],"study_design_scores_gemma":[0.00001383651,0.0004297588,0.00258337,0.000005572811,0.00001665901,0.00004386458,0.00003621485,0.001298776,0.9951962,0.000006076526,0.0003613268,0.000008436888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997723,0.0004220736,0.001257689,0.00003007498,0.00001137602,0.00002808131,0.00009944133,0.00003632453,0.0003919305],"genre_scores_gemma":[0.9949017,0.0004044265,0.00278653,0.00005522588,0.000005073322,0.00002549432,0.0002049211,0.00001415208,0.001602474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004676768,"threshold_uncertainty_score":0.009299099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011803513439322,"score_gpt":0.2442513647308738,"score_spread":0.2241333295964806,"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."}}