{"id":"W2533458610","doi":"10.1063/1.4964371","title":"Silicon 1s near edge X-ray absorption fine structure spectroscopy of functionalized silicon nanocrystals","year":2016,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Alberta; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Alberta Innovates - Technology Futures","keywords":"XANES; Nanocrystal; Silicon; Materials science; Surface modification; Quantum dot; Absorption spectroscopy; Silicon oxide; Absorption (acoustics); Extended X-ray absorption fine structure; Spectroscopy; Nanotechnology; Analytical Chemistry (journal); Optoelectronics; Chemistry; Physical chemistry; Optics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003083835,0.0001889492,0.0004013739,0.00002179278,0.00006063199,0.00002875966,0.0004712206,0.00009535745,0.001107962],"category_scores_gemma":[0.0001544233,0.00009560329,0.0001657572,0.0001617619,0.0003731002,0.0002334771,0.00006466179,0.0001785472,0.00001267244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007604245,"about_ca_system_score_gemma":0.0001082637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000145279,"about_ca_topic_score_gemma":8.080653e-7,"domain_scores_codex":[0.9984483,0.0000992213,0.0005633834,0.0001504727,0.0004985471,0.0002400584],"domain_scores_gemma":[0.9982226,0.0003363789,0.0007274459,0.0003279469,0.0002893483,0.0000963099],"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":[0.0006075304,0.00004295801,0.0001298322,0.0000266206,0.00001899371,9.560855e-7,0.0001195535,0.00004122305,0.9971599,0.0002363244,0.001002836,0.0006132579],"study_design_scores_gemma":[0.0009428462,0.0001416312,0.0004449071,0.00009431804,0.00005903438,0.00004116026,0.00001156679,0.00002679092,0.9854901,0.01212658,0.0004976948,0.000123402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984523,0.0002156689,0.0002082973,0.0003383868,0.0005699406,0.0001121568,0.0000538079,0.00001226761,0.00003714276],"genre_scores_gemma":[0.9989038,0.00002646313,0.0002213848,0.0000984147,0.0006905585,7.89129e-7,0.00000249867,0.00001747044,0.00003862084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01189025,"threshold_uncertainty_score":0.9998052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00978866899400327,"score_gpt":0.2352141502266796,"score_spread":0.2254254812326763,"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."}}