{"id":"W3103302483","doi":"10.46873/2300-3960.1006","title":"Ammonia-Ca-K competitive ion-exchange on zeolites in mining wastewater treatment: batch regeneration and column performance","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Mining","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clinoptilolite; Zeolite; Chemistry; Ion exchange; Ammonia; Potassium; Wastewater; Volume (thermodynamics); Chromatography; Nuclear chemistry; Ion; Environmental engineering; Environmental science; Catalysis; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006911284,0.0003576867,0.0006125768,0.0002027148,0.0003621451,0.0006142878,0.0005350064,0.0005883951,0.0005603459],"category_scores_gemma":[0.0006473766,0.000272463,0.0004332402,0.0002485482,0.0002285372,0.0003118347,0.0003038989,0.0004151228,0.0003957706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006901838,"about_ca_system_score_gemma":0.0004709018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227178,"about_ca_topic_score_gemma":0.02329768,"domain_scores_codex":[0.9995265,0.00008360264,0.00005441674,0.00008201353,0.0001845245,0.00006886751],"domain_scores_gemma":[0.9997746,0.00007141353,0.00003212653,0.000016108,0.00008265317,0.00002290193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003449143,0.00008399683,0.001030274,0.0001069273,0.00001991096,0.00002559858,0.00004355862,0.0003450955,0.9934941,0.00001512109,0.0000350996,0.004455553],"study_design_scores_gemma":[0.00001579701,0.0005780437,0.006123794,0.000006838165,0.00002669127,0.00007767816,0.0000578452,0.002136632,0.9902375,0.00000818724,0.0007142517,0.00001674818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969953,0.0005697418,0.001610225,0.00003573141,0.000007564855,0.00003957476,0.0001502115,0.0000414262,0.0005501293],"genre_scores_gemma":[0.9919721,0.0007771029,0.004859831,0.00003191373,0.000006790291,0.00003269049,0.0003094806,0.00002133891,0.001988829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227178,"threshold_uncertainty_score":0.02440071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485482083105086,"score_gpt":0.2154807630433193,"score_spread":0.2006259422122685,"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."}}