{"id":"W1797018437","doi":"10.1002/ieam.1513","title":"Deriving site-specific soil clean-up values for metals and metalloids: Rationale for including protection of soil microbial processes","year":2013,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Rio Tinto; International Zinc Association; Vale Canada Limited; Copper Development Association; Nickel Producers Environmental Research Association","keywords":"Environmental science; Soil Pollutants; Soil functions; Environmental chemistry; Soil contamination; Environmental protection; Soil water; Soil fertility; Soil biodiversity; Soil science; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005843376,0.0003831097,0.0003854549,0.0000984073,0.0003528023,0.0001143228,0.000181661,0.00009960624,0.0007256059],"category_scores_gemma":[0.00001920715,0.0003410634,0.0001048048,0.0001227474,0.0003961337,0.000536609,0.0004292364,0.0001173556,0.00002732714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181733,"about_ca_system_score_gemma":0.000008925324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164452,"about_ca_topic_score_gemma":0.00006006262,"domain_scores_codex":[0.9977942,0.0000799594,0.0005851786,0.0007324917,0.000396202,0.0004119654],"domain_scores_gemma":[0.9992312,0.0001281244,0.0002658534,0.0002422557,0.000009964345,0.0001226427],"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":[0.0001484398,0.0008474547,0.00478888,0.0008585064,0.0004621418,0.000001881813,0.001089777,0.003885403,0.8822739,0.0005338687,0.003673757,0.101436],"study_design_scores_gemma":[0.01143131,0.002907957,0.1390184,0.0006261664,0.001487598,0.00004172371,0.02452057,0.04784429,0.6215199,0.01287386,0.1340689,0.003659219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342815,0.0002380616,0.05968077,0.0002797212,0.0001766861,0.004647528,0.00006024011,0.00004412775,0.0005913323],"genre_scores_gemma":[0.9607419,0.001511765,0.03307907,0.0001212328,0.00004053712,0.002594301,0.0001311028,0.0000524723,0.001727662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2607539,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841428492717029,"score_gpt":0.2580335556071087,"score_spread":0.2296192706799384,"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."}}