{"id":"W4411201977","doi":"10.1080/02757540.2025.2514488","title":"Critical examination of soil metals distribution in the Copper Belt City of Lubumbashi (D.R. Congo): analysis of soil eukaryotic communities","year":2025,"lang":"en","type":"article","venue":"Chemistry and Ecology","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copper; Distribution (mathematics); Soil test; Copper mine; Environmental science; Geology; Soil water; Soil science; Metallurgy; Materials science; Mathematics","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":[0.0001180793,0.0002102067,0.0001615868,0.002228118,0.0007511477,0.0004874766,0.0001279228,0.0001347001,0.0007672149],"category_scores_gemma":[0.0001751121,0.000101183,0.0001050733,0.001551581,0.0002274906,0.0001618296,0.0003462458,0.0001003647,0.000140903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380821,"about_ca_system_score_gemma":0.000252838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03055673,"about_ca_topic_score_gemma":0.07194047,"domain_scores_codex":[0.999903,0.00001667325,0.000009045847,0.0000253609,0.00001641538,0.00002952292],"domain_scores_gemma":[0.9998749,0.00001350321,0.00004264566,0.000005519335,0.00003918173,0.00002412936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618267,0.00003081858,0.9170246,0.00008292632,0.00003250785,0.0004053513,0.001916631,0.0000834863,0.0727786,0.00004087146,0.00009909924,0.007343198],"study_design_scores_gemma":[7.055348e-7,0.00002273554,0.9971666,0.000003720469,0.00000759831,0.00008392603,0.001043155,0.00005114697,0.001269807,0.000004598326,0.0003442139,0.000001861746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990564,0.0001210959,0.00009313845,0.000008231091,0.000001027118,0.000007205288,0.0003610045,0.000001953017,0.0003498878],"genre_scores_gemma":[0.9986621,0.0001274107,0.0002789304,0.00000867945,0.000002644681,0.0000109963,0.0004022969,0.000001909801,0.0005050462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03055673,"threshold_uncertainty_score":0.06075776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448302506033642,"score_gpt":0.2621885476001952,"score_spread":0.2477055225398588,"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."}}