{"id":"W3212028332","doi":"10.33774/chemrxiv-2021-16kq7","title":"Molecular sized Eu-oxide clusters in defining optical properties in crystalline ZnO nanosponges","year":2021,"lang":"en","type":"preprint","venue":"","topic":"ZnO doping and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Energimyndigheten; National Science Foundation; Vetenskapsrådet; Division of Materials Research; Office of Science; Stiftelsen för Strategisk Forskning; University of Ottawa; U.S. Department of Energy","keywords":"Extended X-ray absorption fine structure; Materials science; Phase (matter); Photoluminescence; Doping; Vacancy defect; Oxide; Microstructure; Crystallography; Analytical Chemistry (journal); Coordination number; Band gap; Cluster (spacecraft); Ion; Chemistry; Absorption spectroscopy; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008757754,0.0001404592,0.0001145675,0.0001771464,0.0000943634,0.0002716095,0.0002024131,0.0001703103,0.0004894548],"category_scores_gemma":[0.0001911468,0.0001785224,0.00009379677,0.0001259221,0.0001461347,0.0001727925,0.0001122069,0.0001327535,0.00009589479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321977,"about_ca_system_score_gemma":0.00008697839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009924935,"about_ca_topic_score_gemma":0.001615609,"domain_scores_codex":[0.9999362,0.000004704399,0.000003589408,0.00002433439,0.0000201296,0.00001101389],"domain_scores_gemma":[0.9999353,0.00002234928,0.00001587921,0.000004031214,0.00001204655,0.00001041811],"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":[0.00005799947,0.000005818193,0.0007075586,0.0000260419,0.00000271978,0.00002142557,0.00001564876,0.0002957094,0.99808,0.00009481197,0.00001023886,0.0006821301],"study_design_scores_gemma":[0.000009551431,0.00006631923,0.01009749,0.000005462135,0.000009700566,0.000063719,0.00004903878,0.004240403,0.984815,0.00008399574,0.0005551787,0.000004031534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969292,0.0002685147,0.002013841,0.00001292676,0.000004066654,0.000007727072,0.0001410589,0.00002275505,0.0005999702],"genre_scores_gemma":[0.9967582,0.0001140686,0.002603511,0.000006741601,0.00000121904,0.00001020049,0.0001039795,0.00001354611,0.0003885804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009924935,"threshold_uncertainty_score":0.002336144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842522375326697,"score_gpt":0.2451399680562658,"score_spread":0.2167147443029989,"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."}}