{"id":"W2047649847","doi":"10.1021/la1037926","title":"Adsorption and Desorption of DNA on Graphene Oxide Studied by Fluorescently Labeled Oligonucleotides","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":531,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Graphene; Adsorption; Oxide; Ionic strength; Desorption; DNA; Oligonucleotide; Chemistry; Ionic bonding; Chemical engineering; Nanotechnology; Materials science; Inorganic chemistry; Organic chemistry; Ion; Biochemistry; Aqueous solution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001622635,0.0003768171,0.0002196348,0.0002947499,0.0002543838,0.0001845567,0.0003054281,0.0004436312,0.001075145],"category_scores_gemma":[0.0003836253,0.0002165858,0.0002868221,0.0002499617,0.000279683,0.0002922768,0.0001688724,0.0004138071,0.0003921739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670155,"about_ca_system_score_gemma":0.0001826201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802001,"about_ca_topic_score_gemma":0.0017302,"domain_scores_codex":[0.9997994,0.00002176306,0.000007983232,0.00004519894,0.00006831108,0.00005734256],"domain_scores_gemma":[0.9998531,0.00006646237,0.00002395753,0.000008733361,0.00002449362,0.00002321339],"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":[0.00003738425,0.00001208542,0.00008722865,0.00003304401,0.000002959339,0.00002648176,0.00004240588,0.00009996427,0.9989558,0.00004949185,0.00001419351,0.0006388354],"study_design_scores_gemma":[0.000006558684,0.0001627608,0.001496102,0.000005000492,0.000005842456,0.00004959343,0.0000339514,0.001593554,0.9959157,0.00004288995,0.0006796683,0.000008320246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939003,0.001008261,0.003324136,0.00006670044,0.00002414965,0.00002788029,0.0001375769,0.0000526749,0.00145824],"genre_scores_gemma":[0.9901085,0.000809848,0.0062326,0.00007767521,0.00001386539,0.00003846544,0.0002633383,0.00001897398,0.002436833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001802001,"threshold_uncertainty_score":0.003596723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377282929903513,"score_gpt":0.2385237200957334,"score_spread":0.2247508907966983,"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."}}