{"id":"W4306766510","doi":"10.3390/min12101312","title":"Recovery of Lead (II) Ions from Aqueous Solutions Using G-26 and MTS9570 Resins with Sulfonic/Phosphonic Functional Groups","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Endothermic process; Adsorption; Aqueous solution; Ion-exchange resin; Chemistry; Langmuir; Ion exchange; Freundlich equation; Nuclear chemistry; Ion; Inorganic chemistry; 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":[0.0001787563,0.000728448,0.000357812,0.0003693994,0.0001684813,0.0002357839,0.0002352867,0.0002641024,0.0008371338],"category_scores_gemma":[0.0001853125,0.0001582082,0.0003442969,0.000252035,0.0001701183,0.0003050742,0.0002055297,0.0002744845,0.000420281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631909,"about_ca_system_score_gemma":0.0001908428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266133,"about_ca_topic_score_gemma":0.002185954,"domain_scores_codex":[0.9997742,0.00003105632,0.0000214999,0.00005506363,0.00007958269,0.00003862011],"domain_scores_gemma":[0.9999368,0.000009665435,0.00002067769,0.000005901542,0.00001541809,0.00001164261],"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":[0.0001001107,0.00001794738,0.000171449,0.0001128594,0.000008342434,0.00004254157,0.00002048857,0.0001204241,0.9964845,0.00001565792,0.00002816885,0.002877489],"study_design_scores_gemma":[0.000004159064,0.0002467931,0.001099301,0.000003516698,0.00001524874,0.00008510929,0.00002555103,0.0003401355,0.9970986,0.000006761233,0.00106783,0.000007057561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934434,0.001283363,0.003881443,0.00006267671,0.00002062995,0.00002516664,0.0002187432,0.0001461717,0.0009184085],"genre_scores_gemma":[0.9862593,0.001158668,0.008094589,0.000043932,0.00001132743,0.00002442779,0.0004153484,0.00003464404,0.003957783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266133,"threshold_uncertainty_score":0.002800524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649880395793116,"score_gpt":0.208456341010171,"score_spread":0.1819575370522399,"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."}}