{"id":"W2031773660","doi":"10.1002/adic.200590091","title":"Evaluation of Mutual Connections between Zero‐Valent Iron Reactivity and Groundwater Composition in Trichloroethylene Degradation","year":2005,"lang":"en","type":"article","venue":"Annali di Chimica","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zerovalent iron; Groundwater; Environmental remediation; Trichloroethylene; Chemistry; Environmental chemistry; Leaching (pedology); Groundwater remediation; Permeable reactive barrier; Aquifer; Distilled water; Aqueous solution; Groundwater pollution; Reactivity (psychology); Degradation (telecommunications); Contamination; Adsorption; Environmental science; Soil water; Soil science; Geology; Chromatography; Organic chemistry","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":[0.0006147055,0.0001061177,0.0001565913,0.0001289342,0.00003246733,0.00001294599,0.00003895059,0.00007095285,0.00003449596],"category_scores_gemma":[0.00002732398,0.0001122878,0.00002294875,0.00009561488,0.00004022186,0.0003228345,0.00001583214,0.00006289272,0.00001604408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174693,"about_ca_system_score_gemma":0.00000731906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002845361,"about_ca_topic_score_gemma":0.00004411117,"domain_scores_codex":[0.9990008,0.0001240854,0.0002987192,0.0001383062,0.0003165899,0.000121512],"domain_scores_gemma":[0.9996893,0.00006718469,0.00006971406,0.0001074132,0.00002805121,0.00003837436],"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":[0.00002623113,0.000160991,0.02328314,0.00004642596,0.00004021125,2.292816e-7,0.0007568814,0.007420639,0.938061,0.00003542594,0.000104337,0.03006451],"study_design_scores_gemma":[0.0008671097,0.0000507313,0.5340557,0.00002576417,0.00008364901,0.000002053584,0.00002224072,0.01027114,0.4541463,0.000121495,0.0002236793,0.0001301383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986268,0.0001033887,0.0004428657,0.0001573371,0.00008441073,0.000277981,0.00002259901,0.00004485346,0.0002398058],"genre_scores_gemma":[0.9993356,0.000151718,0.0002115277,0.00001164815,0.00007744368,0.00003297598,0.0001545548,0.0000159318,0.000008564557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5107725,"threshold_uncertainty_score":0.4578962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003873730089793,"score_gpt":0.2614921203931156,"score_spread":0.2314533830922177,"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."}}