{"id":"W2994809834","doi":"10.1021/acsabm.9b00932","title":"Formation of a Au/Au<sub>9</sub>Ga<sub>4</sub> Alloy Nanoshell on a Bacterial Surface through Galvanic Displacement Reaction for High-Contrast Imaging","year":2019,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Department of Biotechnology, Ministry of Science and Technology, India","keywords":"Nanoshell; Colloidal gold; Single displacement reaction; Materials science; Bacteria; Ionic bonding; Surface plasmon resonance; Ion; Nanoparticle; Photochemistry; Chemistry; Nuclear chemistry; Nanotechnology; Inorganic chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001332952,0.0007554939,0.001292802,0.0001710245,0.0003043618,0.0003005889,0.0006069883,0.0003112157,0.0001353651],"category_scores_gemma":[0.00008610179,0.0007045504,0.0001527202,0.0002828582,0.0001895289,0.001176717,0.0002972078,0.0000957656,0.0006826731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006531451,"about_ca_system_score_gemma":0.0001472964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008197375,"about_ca_topic_score_gemma":0.00002558479,"domain_scores_codex":[0.9950954,0.0001992489,0.001751344,0.001154529,0.0006812442,0.001118187],"domain_scores_gemma":[0.9966085,0.0003017316,0.001682613,0.001110994,0.0001667918,0.000129354],"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":[0.003147458,0.0002141359,0.00001200521,0.0005479036,0.00005082465,0.000001781724,0.0004027895,0.0001693027,0.9930483,0.001639938,0.0001851483,0.0005804488],"study_design_scores_gemma":[0.003039438,0.0002671409,0.0002715469,0.0002036511,0.0001829623,0.00001033472,0.0001749733,0.00001159242,0.9935786,0.001185429,0.0003215088,0.0007528854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888928,0.0000144754,0.00151909,0.0001167885,0.004790882,0.003182939,0.001149008,0.0002239691,0.0001100256],"genre_scores_gemma":[0.995815,0.00008504068,0.001450986,0.0001494451,0.0007063771,0.0004650236,0.001170849,0.0001459341,0.00001136092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006922163,"threshold_uncertainty_score":0.9995406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00896207798042858,"score_gpt":0.2308242456433446,"score_spread":0.221862167662916,"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."}}