{"id":"W2112004114","doi":"10.1039/c2ra01252a","title":"Hydrogel porosity controlling DNA-directed immobilization of gold nanoparticles revealed by DNA melting and scanning helium ion microscopy","year":2012,"lang":"en","type":"article","venue":"RSC Advances","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Porosity; DNA; Materials science; Ion; Colloidal gold; Chemical engineering; Helium; Nanoparticle; Scanning electron microscope; Chemistry; Nanotechnology; Composite material; Organic chemistry; Biochemistry","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":[0.000285055,0.0003821892,0.0001923269,0.0003346376,0.0001339013,0.0002510575,0.0003274172,0.0002996403,0.0005381615],"category_scores_gemma":[0.0003943934,0.000276988,0.0002211261,0.00016156,0.0004961057,0.0003237049,0.0003432705,0.0003803982,0.0001783215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587967,"about_ca_system_score_gemma":0.000149438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202547,"about_ca_topic_score_gemma":0.0009376397,"domain_scores_codex":[0.9997928,0.00002230464,0.00001555619,0.00006173893,0.00005922902,0.00004833671],"domain_scores_gemma":[0.999723,0.0001071266,0.00009078635,0.00002184565,0.00003131663,0.00002586675],"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":[0.00001443405,0.000003310785,0.00004249513,0.00001720017,0.000001799634,0.0000125696,0.00001584674,0.00008294181,0.9993109,0.00004658035,0.00000703819,0.0004449457],"study_design_scores_gemma":[0.000002670502,0.00001434675,0.0003976584,0.00000239464,0.000002367789,0.00001695851,0.000006236204,0.000787886,0.9986393,0.00001690148,0.0001100143,0.00000328472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824392,0.0009834224,0.0146828,0.00007346922,0.00001737087,0.00002950469,0.0002017018,0.0001635188,0.001409097],"genre_scores_gemma":[0.9887956,0.0005452173,0.009572695,0.00002963008,0.000004977097,0.00003428614,0.0001034754,0.00003923184,0.0008749017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006202547,"threshold_uncertainty_score":0.004054368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006412103322293081,"score_gpt":0.2644615945649566,"score_spread":0.2580494912426635,"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."}}