{"id":"W4409635873","doi":"10.3390/soilsystems9020037","title":"The Impacts of Ethanol and Freeze–Thaw Cycling on Arsenic Mobility in a Contaminated Boreal Wetland","year":2025,"lang":"en","type":"article","venue":"Soil Systems","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Laurentian University; University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cycling; Environmental science; Arsenic; Wetland; Contamination; Environmental chemistry; Boreal; Ecology; Chemistry; Geography; Biology; Forestry","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":[0.0001376238,0.0002857679,0.000257538,0.0001883474,0.0004018381,0.0003882115,0.0002269003,0.0002596178,0.0002732247],"category_scores_gemma":[0.0001508035,0.0001193675,0.0002452614,0.0001513044,0.0002215915,0.0002077642,0.0002622156,0.000252994,0.00003760265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361015,"about_ca_system_score_gemma":0.0004029891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01795931,"about_ca_topic_score_gemma":0.02891327,"domain_scores_codex":[0.9998486,0.00002230993,0.00001402227,0.00003792912,0.00003391751,0.00004314499],"domain_scores_gemma":[0.9998902,0.00001905454,0.00003064886,0.000007627149,0.00002384474,0.00002860979],"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":[0.0005253478,0.0002206904,0.007959339,0.00004002372,0.00002204514,0.000125107,0.0001006286,0.0003597047,0.9878186,0.00002451667,0.00003896878,0.002764972],"study_design_scores_gemma":[0.00005593197,0.00448761,0.2917337,0.00001669951,0.0001107188,0.0002613111,0.0009618443,0.005537154,0.6953821,0.0001161795,0.00128273,0.000053943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997532,0.00002756246,0.00005642973,0.00001021385,0.000002549496,0.000005299882,0.00004791806,0.000002948515,0.00009396191],"genre_scores_gemma":[0.9992027,0.00008014587,0.0003760439,0.00001818954,0.000002392566,0.000007274404,0.00008366726,0.000002056353,0.000227631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01795931,"threshold_uncertainty_score":0.0357095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009449607637012537,"score_gpt":0.2212757500500619,"score_spread":0.2118261424130494,"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."}}