{"id":"W2981734348","doi":"10.1134/s1064229319100107","title":"International Environmental Legislation on the Content of Chemical Elements in Soils: Guidelines and Schemes","year":2019,"lang":"en","type":"article","venue":"Eurasian Soil Science","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Czech; China; Environmental protection; Soil water; Agriculture; Environmental quality; Environmental science; Geography; Political science; Law; Soil science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001128345,0.0001169429,0.0001097996,0.00004995313,0.00004898308,0.00002504267,0.0005131598,0.00002964749,0.001217286],"category_scores_gemma":[0.000171927,0.00008356194,0.00002739985,0.0001671072,0.0008901288,0.0003136586,0.0003827087,0.0001094143,0.0002718989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378609,"about_ca_system_score_gemma":0.00000924011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004522247,"about_ca_topic_score_gemma":0.000003956973,"domain_scores_codex":[0.998085,0.00003888453,0.0003629703,0.0003961077,0.0008766528,0.0002403999],"domain_scores_gemma":[0.9994601,0.00005657558,0.0001242495,0.0002888718,0.000003808696,0.0000664212],"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":[0.00001161541,0.00008108214,0.402001,0.000001285292,0.000002974571,9.464449e-7,0.0002642249,0.0002692037,0.5778305,0.0002834149,0.00008194095,0.01917177],"study_design_scores_gemma":[0.0006179278,0.00009017281,0.7681533,0.00004530929,0.000004100479,0.000007062889,0.0006814257,0.01441786,0.2075109,0.0001961579,0.008044089,0.0002316934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832217,0.00001434096,0.00001952906,0.001498613,0.0001519511,0.0002336431,0.000004735268,0.000006226762,0.01484934],"genre_scores_gemma":[0.9983601,0.00003181164,0.0009917587,0.0003425653,0.00001945562,0.00001107515,0.000001918005,0.000006411582,0.0002349287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3703196,"threshold_uncertainty_score":0.9996957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175436638302917,"score_gpt":0.2769531545631168,"score_spread":0.2351987881800876,"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."}}