{"id":"W2035138485","doi":"10.1016/j.jhazmat.2011.10.044","title":"Effect of inorganic and organic ligands on the sorption/desorption of arsenate on/from Al–Mg and Fe–Mg layered double hydroxides","year":2011,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Layered Double Hydroxides Synthesis and Applications","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Arsenate; Chemistry; Sorption; Inorganic chemistry; Tartrate; Phosphate; Oxalate; Desorption; Arsenite; Nuclear chemistry; Arsenic; Adsorption; Organic chemistry","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":[0.001727548,0.0002426562,0.0006953948,0.0001322247,0.0001191952,0.0000999956,0.0003203109,0.0001113567,0.0006389333],"category_scores_gemma":[0.0001283092,0.0001436356,0.00008868892,0.0001209761,0.0001969911,0.0001996806,0.00009220073,0.0001091368,0.00003249661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003441473,"about_ca_system_score_gemma":0.0000457805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009943669,"about_ca_topic_score_gemma":0.000008808342,"domain_scores_codex":[0.9980275,0.0002399556,0.0009048186,0.0002471789,0.0003652269,0.0002153407],"domain_scores_gemma":[0.9976917,0.0004696476,0.001223274,0.0003819848,0.0001355873,0.00009784073],"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":[0.001154146,0.0001182108,0.0001259018,0.00005954251,0.00005852013,0.000004926203,0.0004024284,0.000006118786,0.9965494,0.001186499,0.0001158723,0.0002184111],"study_design_scores_gemma":[0.001225517,0.001035831,0.001407623,0.0002458441,0.000125866,0.00007087595,0.00005997201,0.00001128049,0.9939471,0.001676618,0.00005566898,0.0001378279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986498,0.0001335129,0.0000280798,0.0003808199,0.0002776143,0.0003194352,0.00005680157,0.00001740945,0.0001364882],"genre_scores_gemma":[0.9992759,0.0002863713,0.0001743122,0.00008610776,0.0001092093,0.00001296404,0.00000223908,0.00003207842,0.00002087855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602348,"threshold_uncertainty_score":0.6995872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082840644237212,"score_gpt":0.2361156672893855,"score_spread":0.2152872608470134,"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."}}