{"id":"W2368490404","doi":"","title":"The Principles and Methods of Deriving and Determining Remediation Criteria for Contaminated Soils","year":2013,"lang":"en","type":"article","venue":"Nongye huanjing kexue xuebao","topic":"Blasting Impact and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Soil contamination; Environmental science; Soil water; Contamination; Contaminated land; Soil remediation; Environmental engineering; Waste management; Soil science; Engineering; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004347099,0.00172562,0.001563313,0.008129033,0.001452852,0.003298615,0.002383685,0.002018281,0.001463879],"category_scores_gemma":[0.007034115,0.001070004,0.002672035,0.004011914,0.005184317,0.00299064,0.002407994,0.003411357,0.001326617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039771,"about_ca_system_score_gemma":0.003430585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003586798,"about_ca_topic_score_gemma":0.003333553,"domain_scores_codex":[0.9921904,0.001999513,0.001069394,0.001238852,0.003243952,0.0002579689],"domain_scores_gemma":[0.9970509,0.001030968,0.000298452,0.0004940424,0.001078054,0.00004760822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004957974,0.0001288193,0.002916327,0.00311458,0.0001822451,0.0005519667,0.001283185,0.04452061,0.03476153,0.5507177,0.006236233,0.3555373],"study_design_scores_gemma":[0.00003679732,0.0002505717,0.003739808,0.000661037,0.0001624844,0.001535427,0.0006198652,0.1039855,0.0526095,0.6662321,0.1697682,0.0003987253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000922716,0.001061159,0.9932687,0.0001680634,0.00007191882,0.0002073287,0.0001123959,0.0002038846,0.003983846],"genre_scores_gemma":[0.02868259,0.002828811,0.9644191,0.0001399914,0.00008954309,0.0007636242,0.0002057046,0.00008667119,0.00278402],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008129033,"threshold_uncertainty_score":0.02298993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675668446979216,"score_gpt":0.3069717245844746,"score_spread":0.2802150401146825,"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."}}