{"id":"W2057402825","doi":"10.1002/elps.200700510","title":"Recent advances in CE and CEC of pollutants","year":2007,"lang":"en","type":"article","venue":"Electrophoresis","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental chemistry; Pollutant; Biochemical engineering; Nanotechnology; Environmental science; Chemistry; Materials science; Engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000303695,0.0001154497,0.0002041801,0.00005013883,0.00001959318,0.000004503018,0.000110126,0.0000839323,0.000728426],"category_scores_gemma":[0.0003522089,0.0001110018,0.00002524232,0.0002672804,0.00006697995,0.00003624466,0.00003881925,0.0001480082,0.000001823969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276967,"about_ca_system_score_gemma":0.00004913016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005038976,"about_ca_topic_score_gemma":0.0000186555,"domain_scores_codex":[0.9989392,0.00001079041,0.000301362,0.0002280482,0.0001914103,0.0003291533],"domain_scores_gemma":[0.9994476,0.0002046814,0.00007377045,0.0001514779,0.00003529743,0.00008719553],"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":[0.000154819,0.00004667589,0.00995482,0.00008418259,0.00001463488,0.00002455882,0.00006426055,3.670267e-7,0.8254386,0.00008689418,0.00001827038,0.1641119],"study_design_scores_gemma":[0.0002377744,0.00001288722,0.01044113,0.00003456318,0.000008360397,0.000007223008,0.00007497731,0.000007347062,0.9733975,0.0006457235,0.01500557,0.0001269382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121777,0.03300205,0.0009621294,0.0001536371,0.00002280088,0.00004840791,0.000008921705,0.00003236162,0.05359203],"genre_scores_gemma":[0.9728284,0.01822267,0.008323791,0.00002130986,0.00003404538,0.000002377921,0.000001764683,0.00001419827,0.0005514639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163985,"threshold_uncertainty_score":0.7975754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038898964953366,"score_gpt":0.2818039801452332,"score_spread":0.2714149904956995,"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."}}