{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02622203,0.001778098,0.001208979,0.004042506,0.0011851,0.003400841,0.00305053,0.003615905,0.0008184505],"category_scores_gemma":[0.0298673,0.0009135524,0.001632565,0.00237215,0.004020639,0.004437947,0.003870731,0.004314549,0.0006061594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214152,"about_ca_system_score_gemma":0.005504487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003558875,"about_ca_topic_score_gemma":0.00503281,"domain_scores_codex":[0.9757199,0.01100832,0.002465997,0.002008054,0.008227259,0.0005704987],"domain_scores_gemma":[0.9723334,0.011303,0.003059848,0.003416663,0.009505427,0.0003817217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004534402,0.001159398,0.0514135,0.006641804,0.0005314408,0.001041952,0.001713862,0.07086862,0.1342497,0.4211727,0.01084203,0.2999116],"study_design_scores_gemma":[0.0002307065,0.002311817,0.02524544,0.004644013,0.0006003541,0.0009948332,0.002132835,0.09718554,0.3744914,0.305831,0.1856503,0.0006816678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0601742,0.008549443,0.8928521,0.00757716,0.0005732469,0.002208476,0.001601609,0.0006118871,0.02585187],"genre_scores_gemma":[0.3265685,0.005372036,0.6606282,0.002112741,0.0002034381,0.002282127,0.0009188,0.0001097596,0.001804314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02622203,"threshold_uncertainty_score":0.1386771,"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."}}