{"id":"W1970262913","doi":"10.1063/1.4793243","title":"Note: Electrochemical etching of silver tips in concentrated sulfuric acid","year":2013,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sulfuric acid; Materials science; Raman spectroscopy; Etching (microfabrication); Electrochemistry; Optoelectronics; Nanotechnology; Metal; Millisecond; Drop (telecommunication); Optics; Chemical engineering; Analytical Chemistry (journal); Electrode; Chemistry; Computer science; Metallurgy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005825422,0.00009572376,0.0002965738,0.00005417422,0.00005836559,0.0000420611,0.0003011142,0.00003449052,0.0009557985],"category_scores_gemma":[0.00007911781,0.00007547498,0.00006714378,0.0005174408,0.000178245,0.0002012508,0.00005513241,0.00005964393,0.0001987667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003365957,"about_ca_system_score_gemma":0.00007126627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002497308,"about_ca_topic_score_gemma":0.000002087241,"domain_scores_codex":[0.9985233,0.00005965911,0.0005813216,0.0002622079,0.0003126674,0.000260855],"domain_scores_gemma":[0.9992719,0.00002680353,0.0002242831,0.0002903555,0.0001228134,0.00006383008],"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":[0.000001598285,0.0001008971,0.0007293524,0.0004468719,0.000001657291,9.900178e-8,0.0000450977,8.653744e-8,0.9835131,0.0003097952,0.000252087,0.0145994],"study_design_scores_gemma":[0.0001509706,0.00001169149,0.0009978646,0.001484924,0.00001072137,0.000001458212,0.00001512635,0.0001119603,0.9963329,0.000175368,0.0006321336,0.00007489108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974001,0.001484194,0.000005967197,0.0001503594,0.0001142954,0.0003791021,0.000008652042,0.00001028121,0.0004470238],"genre_scores_gemma":[0.9983733,0.0007866127,0.0006643093,0.00007199057,0.000007679272,0.00003573534,0.000009384205,0.000005029674,0.0000460009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452451,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262713874632373,"score_gpt":0.2517490242701281,"score_spread":0.2391218855238044,"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."}}