{"id":"W2033063978","doi":"10.1021/ac401845p","title":"Mechanisms of DNA Sensing on Graphene Oxide","year":2013,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Complementary DNA; Fluorophore; DNA–DNA hybridization; Biosensor; DNA; Nanotechnology; Graphene; Hybridization probe; Biophysics; Adsorption; Oxide; Nucleic acid thermodynamics; Combinatorial chemistry; Fluorescence; Computational biology; Biochemistry; Gene; Base sequence; Materials science; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002554707,0.0005898665,0.0002909476,0.0006026045,0.0004943098,0.0005563595,0.001410195,0.001027547,0.001703622],"category_scores_gemma":[0.0004591731,0.00037282,0.0004609656,0.000182764,0.000784244,0.0008572511,0.0006552493,0.0006646221,0.0005987181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008139488,"about_ca_system_score_gemma":0.0003012924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008451625,"about_ca_topic_score_gemma":0.0007137794,"domain_scores_codex":[0.9998012,0.00001954996,0.000007691206,0.00003789443,0.00007812923,0.00005538423],"domain_scores_gemma":[0.9998772,0.00005827216,0.00002119585,0.00001047176,0.00001426378,0.00001851288],"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":[0.0001131258,0.00007100097,0.0006246277,0.0007441231,0.00004030214,0.001112171,0.0002768107,0.004123406,0.9521335,0.0306791,0.0005272182,0.009554517],"study_design_scores_gemma":[0.00004189556,0.0002991151,0.001396459,0.00005081391,0.000034237,0.0004700323,0.0001534703,0.0312608,0.9490755,0.009083725,0.00807791,0.00005600901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236193,0.00859214,0.04418469,0.001916184,0.00039016,0.0004028561,0.000397536,0.0006422423,0.01985488],"genre_scores_gemma":[0.9853503,0.002468299,0.006703129,0.0002690541,0.00003269189,0.0001157422,0.0001456081,0.00001701996,0.004898161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703622,"threshold_uncertainty_score":0.005905628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007841671765088149,"score_gpt":0.2485489244604596,"score_spread":0.2407072526953714,"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."}}