{"id":"W2465038071","doi":"10.1021/acs.est.6b01646","title":"Phase Transfer of Palladized Nanoscale Zerovalent Iron for Environmental Remediation of Trichloroethene","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Zerovalent iron; Environmental remediation; Nanoscopic scale; Phase (matter); Environmental science; Environmental chemistry; Chemistry; Environmental engineering; Materials science; Nanotechnology; Contamination; Adsorption; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541783,0.0002155675,0.0003285266,0.0004427318,0.00006939512,0.00000419002,0.0004373478,0.000172872,0.0003212147],"category_scores_gemma":[0.00003922602,0.0001744748,0.00008491885,0.0002716997,0.001611886,0.0002711317,0.00007747961,0.00005240605,0.00003026122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004605434,"about_ca_system_score_gemma":0.00001352894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.648773e-7,"about_ca_topic_score_gemma":6.832193e-7,"domain_scores_codex":[0.9981483,0.00001741806,0.0005941632,0.0003698538,0.0004601289,0.0004101217],"domain_scores_gemma":[0.9993325,0.00007121047,0.0001174056,0.0003823581,0.000003014976,0.00009347707],"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":[0.00005241267,0.0002852975,0.001645591,0.0000190003,0.0000108059,4.885553e-7,0.00008362975,0.0001023501,0.9525805,0.0000688528,0.000009257741,0.04514189],"study_design_scores_gemma":[0.003476753,0.0005933618,0.002753453,0.00002094867,0.00002390948,0.000003964782,0.0001080809,0.0001417788,0.990681,0.000161326,0.001842743,0.0001927003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832473,0.0002162619,0.01503505,0.0001148005,0.0002643941,0.0006566192,0.000303419,0.00009556229,0.00006657727],"genre_scores_gemma":[0.9968852,0.0006877838,0.002155857,0.000009077623,0.00002416825,0.0001104502,0.00001764549,0.00003406363,0.00007568525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04494919,"threshold_uncertainty_score":0.7114875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006333220531306795,"score_gpt":0.2129685860771529,"score_spread":0.2066353655458461,"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."}}