{"id":"W2998630289","doi":"10.1007/s10653-019-00506-0","title":"Arsenic speciation in the bracket fungus Fomitopsis betulina from contaminated and pristine sites","year":2020,"lang":"en","type":"article","venue":"Environmental Geochemistry and Health","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Arsenic; Arsenate; Environmental chemistry; Chemistry; Arsenite; Genetic algorithm; Inductively coupled plasma mass spectrometry; Arsenobetaine; Contamination; Botany; Chromatography; Mass spectrometry; Biology; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008157726,0.0002113906,0.0001665891,0.0005500936,0.0004906342,0.0004823433,0.0002269042,0.0003512776,0.0006755132],"category_scores_gemma":[0.0001613771,0.0001380445,0.00009225067,0.000287569,0.0001572505,0.0001698489,0.0002812486,0.0001607897,0.0001405255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894,"about_ca_system_score_gemma":0.0001547988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007216463,"about_ca_topic_score_gemma":0.00725023,"domain_scores_codex":[0.9999158,0.000009159055,0.000004953769,0.00002698067,0.00002343093,0.00001953349],"domain_scores_gemma":[0.9999372,0.000009750493,0.00001176293,0.000003402869,0.00002158358,0.00001628288],"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":[0.0002396578,0.00001990781,0.01007524,0.00002206176,0.00001469915,0.00009553225,0.0001399993,0.0001775959,0.9877161,0.00003161621,0.00002035016,0.001447235],"study_design_scores_gemma":[0.00002905545,0.0005932383,0.6539288,0.00001880256,0.00007745942,0.0007540046,0.001799377,0.002614119,0.3376228,0.0002464594,0.002289079,0.00002696411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994316,0.00007305555,0.00008558027,0.000007567316,0.000001617323,0.000001818371,0.0001314601,0.000003414664,0.0002637358],"genre_scores_gemma":[0.9989606,0.00006661292,0.0001117162,0.000009515338,0.000001460514,0.000002169472,0.0002730004,0.00000374366,0.0005711158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007216463,"threshold_uncertainty_score":0.01434892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654698170543339,"score_gpt":0.2227255079575862,"score_spread":0.2061785262521528,"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."}}