{"id":"W1981232564","doi":"10.1063/1.2743729","title":"X-ray photoelectron spectroscopic study of the formation of catalytic gold nanoparticles on ultraviolet-ozone oxidized GaAs(100) substrates","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"ZnO doping and properties","field":"Materials Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Ozone; Oxide; Ultraviolet; Substrate (aquarium); Nanoparticle; Materials science; Suboxide; Layer (electronics); Inorganic chemistry; Chemistry; Photochemistry; Chemical engineering; Nanotechnology; Metallurgy; Optoelectronics","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":[0.000681648,0.0001266695,0.0003227257,0.00004466052,0.00006404953,0.00002632844,0.0002902721,0.00003363566,0.000007104317],"category_scores_gemma":[0.00001605078,0.00007797006,0.00007357983,0.0002145034,0.00008335202,0.0001306392,0.00002111796,0.0001660487,0.000007378243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237959,"about_ca_system_score_gemma":0.00005839264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000311059,"about_ca_topic_score_gemma":0.00001167171,"domain_scores_codex":[0.9985588,0.00004122905,0.0006260123,0.00009637461,0.0004641895,0.000213355],"domain_scores_gemma":[0.9987196,0.00009721604,0.000790215,0.0002240277,0.0001296678,0.00003923546],"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":[0.0005206908,0.0005257577,0.0001068589,0.0000485097,0.00001740495,7.765732e-7,0.002483988,0.0119913,0.9838875,0.0002487033,0.00003744977,0.0001310556],"study_design_scores_gemma":[0.0009557324,0.0008384232,0.001881995,0.00008652881,0.00005988801,0.000002586036,0.001422281,0.0003127088,0.9934137,0.0009397815,0.000007869535,0.00007849333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999037,0.00004856376,0.00009752806,0.0000124925,0.0001443375,0.0002463858,0.000002237907,0.000007972728,0.0004034647],"genre_scores_gemma":[0.9996882,0.00001055958,0.0001383817,0.00002605704,0.0001082118,0.000002439678,5.456805e-7,0.00001099105,0.00001458476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167859,"threshold_uncertainty_score":0.3179527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943478267945475,"score_gpt":0.2487896542545555,"score_spread":0.2293548715751008,"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."}}