{"id":"W2614025507","doi":"10.1038/srep44495","title":"In situ self-assembly of gold nanoparticles on hydrophilic and hydrophobic substrates for influenza virus-sensing platform","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Research Foundation of Korea; Ministry of Education, Culture, Sports, Science and Technology; National Research Foundation","keywords":"In situ; Colloidal gold; Nanoparticle; Virus; Influenza A virus; Nanotechnology; Chemistry; Virology; Materials science; Biology; 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":[0.0008050003,0.0001448708,0.0002217933,0.0001016361,0.000234095,0.000147295,0.0001175909,0.0001099042,2.321025e-7],"category_scores_gemma":[0.0001738907,0.000121209,0.00009046961,0.00008021038,0.0002653625,0.00001997101,0.00008304825,0.00005098832,4.745222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001438215,"about_ca_system_score_gemma":0.00004640909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576453,"about_ca_topic_score_gemma":0.000223877,"domain_scores_codex":[0.9985383,0.0000157736,0.0004484958,0.0005993402,0.0001677028,0.0002304603],"domain_scores_gemma":[0.9984223,0.00001475956,0.0004770645,0.0009131965,0.0001139551,0.000058735],"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":[0.0000393006,0.00005293221,0.001087405,0.00001714531,0.00001682858,0.0000289165,0.00003143086,0.000009165163,0.9975184,0.00001257345,0.0003134357,0.0008724318],"study_design_scores_gemma":[0.0001588687,0.0001354104,0.001082314,0.00003542954,0.0000183235,0.00004373536,0.00001972927,0.0001483614,0.993695,0.001905057,0.002611402,0.0001464276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991235,0.00009972702,0.00001154413,0.00004425621,0.0002812647,0.000202808,0.000003410207,0.00001569011,0.0002178106],"genre_scores_gemma":[0.9980689,0.00002164876,0.001644581,0.00004437865,0.00004608397,0.000003751817,0.00001552456,0.00001254901,0.0001425377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003823494,"threshold_uncertainty_score":0.4942759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794063465241192,"score_gpt":0.2938654896968217,"score_spread":0.2759248550444098,"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."}}