{"id":"W2149018656","doi":"10.1149/05304.0003ecst","title":"(Invited) Fast and Slow Light-Emitting Silicon-Germanium Nanostructures","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Nanoclusters; Photoluminescence; Electroluminescence; Materials science; Excitation; Silicon; Optoelectronics; Germanium; Epitaxy; Luminescence; Physics; Nanotechnology; Layer (electronics)","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":[0.00007692177,0.0002129437,0.0002078589,0.00008298348,0.0004096936,0.0002285317,0.0002029394,0.0001305799,0.001994668],"category_scores_gemma":[0.00001275769,0.0001839283,0.0000724347,0.0001858552,0.0001258265,0.0004060228,0.00001363697,0.0001830753,0.0001231068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001919077,"about_ca_system_score_gemma":0.00001732138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004662011,"about_ca_topic_score_gemma":0.0000620698,"domain_scores_codex":[0.9987257,0.00004686026,0.0002756784,0.0003934898,0.0001897044,0.0003685725],"domain_scores_gemma":[0.999288,0.0000836127,0.00007789663,0.0002971948,0.00007522325,0.0001781227],"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":[0.000005568796,0.00001445605,0.0003856832,0.00002493429,0.000007141963,0.000002298997,0.000579439,0.00003715126,0.9949737,0.00003636626,0.001774894,0.002158404],"study_design_scores_gemma":[0.0002796694,0.00003678505,0.01336044,0.00002507161,0.00002606318,0.0001058017,0.0002640718,0.0003932101,0.9803449,0.0001922409,0.004703627,0.000268098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952863,0.0002727374,0.0004741709,0.001889562,0.0009423243,0.000316344,0.00003979574,0.0001576006,0.0006211373],"genre_scores_gemma":[0.9981856,0.00003140172,0.0004286576,0.0007792527,0.0001333064,0.00004884303,0.000003637871,0.00002387903,0.0003654415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462874,"threshold_uncertainty_score":0.9989176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00530561466092942,"score_gpt":0.2002814015294548,"score_spread":0.1949757868685254,"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."}}