{"id":"W4392358793","doi":"10.1021/acsphotonics.4c00033","title":"Continuous-Wave GeSn Light-Emitting Diodes on Silicon with 2.5 μm Room-Temperature Emission","year":2024,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Mitacs; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Optoelectronics; Light-emitting diode; Electroluminescence; Diode; Silicon; Wafer; Light emission; Fabrication; Photonics; Silicon photonics; Nanotechnology","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":[0.0001608637,0.0003344518,0.0003163298,0.00008320079,0.0001028072,0.0002330606,0.0001770433,0.0002545241,0.00006618837],"category_scores_gemma":[0.00003696624,0.0002443815,0.00008703164,0.0003006196,0.00002758155,0.0001943754,0.00004506574,0.0007049803,0.0001041266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104988,"about_ca_system_score_gemma":0.00005303404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006366045,"about_ca_topic_score_gemma":0.00001057768,"domain_scores_codex":[0.9985808,0.00001771506,0.0002546347,0.0003978735,0.0002904141,0.0004586259],"domain_scores_gemma":[0.9992431,0.0001563267,0.00002392152,0.0003661586,0.00004192664,0.0001685541],"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":[0.0001580439,0.000159894,0.0002668988,0.001690682,0.000614593,0.001204489,0.003204691,0.006081226,0.9534554,0.01007177,0.01260475,0.01048752],"study_design_scores_gemma":[0.0003872549,0.0002381816,0.0001504802,0.001286074,0.00008527273,0.00007618625,0.000247674,0.1128754,0.7409288,0.0002245498,0.1428666,0.0006334798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593133,0.005112042,0.00002722969,0.0002397573,0.0005047122,0.0002517118,0.00002259802,0.0008204866,0.03370815],"genre_scores_gemma":[0.9975706,0.0004940228,0.0004009099,0.0002505894,0.0001194147,0.00003337617,0.00002654614,0.00009588571,0.001008642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2125267,"threshold_uncertainty_score":0.9965588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007120026517353458,"score_gpt":0.2080474662671171,"score_spread":0.2009274397497637,"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."}}