{"id":"W2002163059","doi":"10.1039/c2jm34984a","title":"Electrochemistry of robust gold nanoparticle–glassy carbon hybrids generated using a patternable photochemical approach","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Chemistry","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Wilfrid Laurier University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glassy carbon; Dielectric spectroscopy; Cyclic voltammetry; Colloidal gold; Nanoparticle; Electrochemistry; Electron transfer; Surface modification; Electrode; Covalent bond; Hybrid material; Materials science; Chemistry; Photochemistry; Chemical engineering; Nanotechnology; Organic chemistry; Physical 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":[],"consensus_categories":[],"category_scores_codex":[0.0002184049,0.0001913549,0.0003693592,0.00003180089,0.00001872975,0.00003057981,0.0001671741,0.00015515,0.0001321637],"category_scores_gemma":[0.000040433,0.0001753967,0.00009180258,0.0001166219,0.00003431866,0.00008666809,0.00003051284,0.0001793229,3.622696e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009970327,"about_ca_system_score_gemma":0.0000416033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007537883,"about_ca_topic_score_gemma":2.440596e-8,"domain_scores_codex":[0.9987486,0.00001971729,0.0005778137,0.00009476465,0.0002267028,0.0003323907],"domain_scores_gemma":[0.9993104,0.00001118647,0.0002434145,0.0001897519,0.0001039125,0.0001413776],"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":[0.00004250951,0.00005885562,0.0002777613,0.000360213,0.0001004754,0.000006584943,0.00002388293,0.003417987,0.9953568,4.596497e-7,0.0003438353,0.00001061795],"study_design_scores_gemma":[0.0003515626,0.00001118419,0.00004182471,0.00006665761,0.00008491735,0.0006733791,0.00002421462,0.001390675,0.9971183,0.00000445519,0.00006669373,0.0001661563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998135,0.0007463155,0.0003658339,0.000002576907,0.0002883715,0.00004853816,0.0000132146,0.00002380977,0.0003763704],"genre_scores_gemma":[0.9967372,0.00002543831,0.002538842,0.000006881535,0.0006120011,0.000003250873,0.000009052404,0.00003826579,0.00002910745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002173008,"threshold_uncertainty_score":0.715247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009862753041817551,"score_gpt":0.1932497067454946,"score_spread":0.1833869537036771,"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."}}