{"id":"W2045452721","doi":"10.1016/j.jenvman.2014.02.007","title":"Adsorption of heavy metal cations by Na-clinoptilolite: Equilibrium and selectivity studies","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Science North","funders":"","keywords":"Clinoptilolite; Zeolite; Adsorption; Freundlich equation; Chemistry; Langmuir; Selectivity; Gibbs free energy; Inorganic chemistry; Particle size; Metal; Diffusion; Thermodynamics; Physical chemistry; Organic chemistry; Catalysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005357229,0.0001583331,0.0002658342,0.00007865587,0.0000557057,0.0000139044,0.0001461902,0.00004428442,0.000492265],"category_scores_gemma":[0.00001591712,0.0001320546,0.0001107286,0.0001150622,0.0003445694,0.0003289627,0.0002241818,0.0001174059,0.00005172629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975878,"about_ca_system_score_gemma":0.000001864067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005800713,"about_ca_topic_score_gemma":0.000002510344,"domain_scores_codex":[0.9985546,0.0001019076,0.0004915067,0.0001967465,0.0004765518,0.000178699],"domain_scores_gemma":[0.9992524,0.00003637485,0.0004485476,0.0001466615,0.000005230621,0.000110727],"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":[0.0001832965,0.0009814081,0.01787427,0.00006703618,0.0003703088,0.000004966524,0.0004039794,0.0004701108,0.9379293,0.0005947638,0.004784362,0.03633623],"study_design_scores_gemma":[0.006917753,0.004307899,0.6819103,0.0002056649,0.001300338,0.0005357219,0.004017147,0.004428373,0.1699076,0.005696843,0.1192244,0.001547965],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961582,0.0004153533,0.001015257,0.0003286032,0.000142723,0.0001661916,0.00001861113,0.000008869072,0.001746126],"genre_scores_gemma":[0.9960811,0.0006606436,0.001472508,0.0001465333,0.00003564966,0.000002675318,0.000003619368,0.0000109737,0.001586365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7680216,"threshold_uncertainty_score":0.5389957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052080444371984,"score_gpt":0.236037924111795,"score_spread":0.2255171196680752,"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."}}