{"id":"W1853832826","doi":"10.1139/cjc-2015-0350","title":"Surface interactions of monomethylarsonic acid with hematite nanoparticles studied using ATR-FTIR: adsorption and desorption kinetics","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Hematite; Arsenate; Chemistry; Adsorption; Desorption; Arsenic; Inorganic chemistry; Aqueous solution; Fourier transform infrared spectroscopy; Arsenite; Kinetics; Attenuated total reflection; Infrared spectroscopy; Chemical engineering; Organic chemistry; Mineralogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002445623,0.0003465153,0.0002602373,0.0001993306,0.0001621123,0.0002312157,0.0002933583,0.0003391912,0.0006974586],"category_scores_gemma":[0.0002564344,0.0001846048,0.000301413,0.0001975369,0.0001664313,0.0002582668,0.0001600106,0.0003410659,0.0003404558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057305,"about_ca_system_score_gemma":0.0001449255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194077,"about_ca_topic_score_gemma":0.001463365,"domain_scores_codex":[0.9998332,0.00002521182,0.000007368985,0.00003793115,0.00006287835,0.00003330452],"domain_scores_gemma":[0.9998569,0.00005552,0.00002793729,0.000008396236,0.00003869262,0.00001245407],"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":[0.00005871373,0.00001339904,0.0002357627,0.00002545164,0.000005972049,0.0000168341,0.00002066344,0.0001233953,0.9984763,0.00002268041,0.00001351001,0.0009872767],"study_design_scores_gemma":[0.000002332019,0.00009174322,0.001989061,0.000001503661,0.000006878058,0.00002527141,0.00001623478,0.002844863,0.9947044,0.00001239766,0.0003014292,0.000003809939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953324,0.0006921617,0.002814427,0.00003357941,0.000009077511,0.00001660045,0.0001235138,0.00004606635,0.0009319598],"genre_scores_gemma":[0.9943871,0.0004721365,0.003167622,0.00002531358,0.000006790341,0.00002033224,0.0001615824,0.00001588719,0.001743216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00194077,"threshold_uncertainty_score":0.003858984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605835138674633,"score_gpt":0.2344444214329765,"score_spread":0.2083860700462302,"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."}}