{"id":"W4323687988","doi":"10.1016/j.geoderma.2023.116423","title":"Effects of nitrate concentrations on As(III) immobilization via new ferric arsenite hydroxynitrate precipitates","year":2023,"lang":"en","type":"article","venue":"Geoderma","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Nitrate; Chemistry; Arsenite; Hydrous ferric oxides; Hydroxide; Inorganic chemistry; Precipitation; Ferric; Aqueous solution; Nuclear chemistry; Arsenic; Adsorption","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001042443,0.000125952,0.0001176245,0.00006596125,0.000146724,0.00001510196,0.0001030845,0.00006168721,0.0009654883],"category_scores_gemma":[0.0000464869,0.0001257823,0.00005277695,0.0004999966,0.00008111847,0.0001918311,0.00006160264,0.00006557507,0.002430525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022937,"about_ca_system_score_gemma":0.00002399473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002505248,"about_ca_topic_score_gemma":0.0001870023,"domain_scores_codex":[0.9989645,0.00006836556,0.0002360876,0.0002430641,0.0002660305,0.0002219527],"domain_scores_gemma":[0.9994524,0.0001494842,0.0001205004,0.0001566821,0.00001473415,0.0001061805],"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":[0.00009055146,0.0001967584,0.01039686,0.00005783517,0.0000441777,0.00002807363,0.005743773,0.02322579,0.9087384,0.001725556,0.0125788,0.0371734],"study_design_scores_gemma":[0.002249998,0.0002719691,0.269755,0.00006985765,0.00006760016,0.00001322437,0.0001983375,0.08146475,0.6335475,0.006581357,0.005346805,0.0004336426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870029,0.00001718086,0.001578018,0.0003518275,0.0001545285,0.0004728025,0.00000407501,0.0001256371,0.01029302],"genre_scores_gemma":[0.9876739,0.00005830313,0.00005221686,0.0002935812,0.00002475552,0.00003296941,0.0001016702,0.00001397827,0.0117486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751909,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00637737388466704,"score_gpt":0.2228628341236538,"score_spread":0.2164854602389868,"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."}}