{"id":"W2374931801","doi":"","title":"Research progress of in situ capping materials for contaminated sediment remediation.","year":2008,"lang":"en","type":"article","venue":"Shengtaixue zazhi","topic":"Electrokinetic Soil Remediation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Environmental science; Sediment; Soil remediation; In situ; Contamination; Waste management; Engineering; Environmental planning; Environmental engineering; Environmental protection; Geography; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090929,0.0001207267,0.0002473548,0.000402129,0.00004645133,0.00001057747,0.0001692322,0.0001258764,0.00002046424],"category_scores_gemma":[0.0002875412,0.0001301174,0.00002993488,0.0004372415,0.00009453842,0.00008900611,0.00002577193,0.000160058,0.000005686909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572772,"about_ca_system_score_gemma":0.00007386533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003357754,"about_ca_topic_score_gemma":0.00002020709,"domain_scores_codex":[0.9984878,0.00007582015,0.000443096,0.000171348,0.000437231,0.0003846919],"domain_scores_gemma":[0.9990737,0.0002339104,0.00005375456,0.0002110996,0.0003791281,0.00004836998],"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":[0.00003909903,0.00009219557,0.004417205,0.0004893183,0.00004451556,0.00001252844,0.002084329,0.0002670987,0.9823401,0.001567883,0.0047945,0.003851221],"study_design_scores_gemma":[0.0005824072,0.000116587,0.01264036,0.00008168017,0.000003635502,0.000003527055,0.0000905803,0.0008620956,0.9840622,0.0005623716,0.000866443,0.0001281431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958974,0.0004738203,0.001118371,0.00009207902,0.0002149862,0.0009969634,0.00001177781,0.0002653568,0.0009292967],"genre_scores_gemma":[0.9968462,0.0001863892,0.002219513,0.000008099391,0.0001115632,0.0004944783,0.00003860487,0.00003866345,0.00005647919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008223151,"threshold_uncertainty_score":0.5306033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830937565197537,"score_gpt":0.3005893636277242,"score_spread":0.2722799879757488,"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."}}