{"id":"W2061206282","doi":"10.1002/cjce.21836","title":"Adsorption of chromium(VI) metal ions from aqueous solution using hexagonal ZnO particles: Equilibrium, kinetic and thermodynamic modelling studies","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aqueous solution; Adsorption; Chromium; Equilibrium constant; Chemistry; Zinc; Zinc nitrate; Inorganic chemistry; Metal ions in aqueous solution; Metal; Langmuir adsorption model; Langmuir; Precipitation; Thermodynamics; Physical chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001648206,0.0002038557,0.0003089498,0.0001681941,0.0001372226,0.0002631086,0.0004035079,0.0002358312,0.0005353836],"category_scores_gemma":[0.0002250523,0.0001834596,0.0004297272,0.0002203383,0.0001257985,0.0002076963,0.00007470568,0.0001849155,0.000208298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005051575,"about_ca_system_score_gemma":0.0002684439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225857,"about_ca_topic_score_gemma":0.006808453,"domain_scores_codex":[0.9999205,0.000007424525,0.000005718426,0.00001674825,0.00003549198,0.00001403951],"domain_scores_gemma":[0.9999278,0.00003479235,0.000009599015,0.000004632599,0.00001947344,0.000003752388],"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":[0.0002283609,0.0001170511,0.003275644,0.0003028963,0.00003199688,0.0001325619,0.00006417701,0.108601,0.880468,0.00108853,0.0001278395,0.005561929],"study_design_scores_gemma":[0.00004809516,0.0002154869,0.005348644,0.000005912689,0.0000241738,0.00006277872,0.00006038448,0.5638651,0.4292556,0.0003372451,0.0007544221,0.00002223057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852443,0.0003890756,0.01249085,0.00003433503,0.000009146936,0.0000367444,0.0003454723,0.00004966607,0.001400334],"genre_scores_gemma":[0.9932046,0.0003909517,0.005463589,0.000005524334,0.000002522655,0.00002520033,0.0001710455,0.000009006748,0.000727564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225857,"threshold_uncertainty_score":0.02437443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317024750517932,"score_gpt":0.2097027338027322,"score_spread":0.1865324862975529,"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."}}