{"id":"W2112558622","doi":"10.1149/05301.0185ecst","title":"(Invited) Photoluminescence Efficiency of Germanium Dots Self-Assembled on Oxides","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; National Research Council Canada","funders":"","keywords":"Quantum dot; Photoluminescence; Materials science; Germanium; Amorphous solid; Molecular beam epitaxy; Annealing (glass); Transmission electron microscopy; Analytical Chemistry (journal); Silicon; Molecular physics; Nanotechnology; Optoelectronics; Epitaxy; Layer (electronics); Crystallography; Physics; Chemistry","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":[0.0001267928,0.0002189336,0.0002718988,0.0001296379,0.0002123444,0.00007204399,0.000385424,0.0001123845,0.001808585],"category_scores_gemma":[0.00001254986,0.0001915987,0.0001271801,0.0004225716,0.00007202382,0.0002837261,0.000008991712,0.0001529731,0.0003027385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003870171,"about_ca_system_score_gemma":0.00003929863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005941612,"about_ca_topic_score_gemma":0.00004757662,"domain_scores_codex":[0.9984273,0.0000597098,0.0003979053,0.0003932041,0.0003451775,0.0003767458],"domain_scores_gemma":[0.9989434,0.0001462289,0.0001409904,0.0004710935,0.0001577104,0.0001405405],"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":[0.00001658191,0.0002027037,0.0002181448,0.00004662433,0.00000720841,0.000001712732,0.0002861433,0.0001241506,0.9985549,0.00004669755,0.0003841165,0.0001109557],"study_design_scores_gemma":[0.0003368909,0.0001210525,0.00699219,0.00004488874,0.00002664061,0.000022289,0.00006787686,0.000735271,0.9909144,0.00003570396,0.0004891574,0.000213641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962326,0.00004701457,0.0009024258,0.0003135879,0.000743614,0.0004696827,0.00002107432,0.0001796193,0.001090425],"genre_scores_gemma":[0.9989007,0.00002665375,0.0005398042,0.0002743796,0.00004735091,0.00007822902,0.000001594912,0.00002127879,0.0001100177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007640562,"threshold_uncertainty_score":0.9991039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006140833972211449,"score_gpt":0.2091685413969498,"score_spread":0.2030277074247384,"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."}}