{"id":"W2047535734","doi":"10.1021/ac203245j","title":"In Situ Electrokinetic Enhancement for Self-Assembled-Monolayer-Based Electrochemical Biosensing","year":2012,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institutes of Health; Canadian Association for the Study of the Liver","keywords":"Electrokinetic phenomena; Chemistry; Electrode; Monolayer; Electrochemistry; In situ; Nanotechnology; Biosensor; Self-assembled monolayer; Materials science; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266009,0.0002151698,0.0002468366,0.0000491312,0.00002868197,0.00001952367,0.0001322861,0.0002582166,0.0000193428],"category_scores_gemma":[0.00006481156,0.0002130275,0.00009368905,0.0002376302,0.00001413276,0.00005192949,0.00002508158,0.0002624474,0.00001499809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527078,"about_ca_system_score_gemma":0.00002878738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000011864,"about_ca_topic_score_gemma":4.522785e-7,"domain_scores_codex":[0.9986757,0.000005020107,0.0002631669,0.0002103213,0.0001179456,0.0007278644],"domain_scores_gemma":[0.9995215,0.00008766181,0.00002248912,0.0002384905,0.00002993045,0.00009991037],"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":[0.00001360677,0.00009513991,0.0001293257,0.000120151,0.00002760917,0.000002416256,0.000007947271,0.000003825166,0.9968191,0.00006221966,0.002515559,0.0002030825],"study_design_scores_gemma":[0.0003300764,0.00002228709,0.00002786932,0.00002624798,0.00004343256,0.000009024463,0.00001559549,0.01405679,0.9815683,0.0001050495,0.003537971,0.0002573489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799455,0.0008612242,0.01580461,0.0003011549,0.00004937417,0.0001193451,5.779831e-7,0.000459949,0.002458232],"genre_scores_gemma":[0.9954483,0.00005849065,0.00418247,0.00008091444,0.0001498097,0.00001180641,0.000008022867,0.00002842093,0.00003179575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01550274,"threshold_uncertainty_score":0.8687008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810845421939381,"score_gpt":0.2310800341460252,"score_spread":0.2229715799266314,"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."}}