{"id":"W4232780108","doi":"10.1149/ma2015-02/15/730","title":"(Invited) Bright Light Emitting Silicon/Germanium Nanostructures","year":2015,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Optoelectronics; Materials science; Photonics; Silicon; Photodetector; Light emission; Germanium; Band gap; Silicon photonics; Quantum dot","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001303253,0.0004172265,0.0002051888,0.0002472355,0.000254658,0.000449712,0.0004677826,0.0006727377,0.02622088],"category_scores_gemma":[0.0000860438,0.0001358595,0.0002735904,0.0001792078,0.0001581829,0.000394229,0.0003914437,0.0005423243,0.01993394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781672,"about_ca_system_score_gemma":0.000192204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008438919,"about_ca_topic_score_gemma":0.002663905,"domain_scores_codex":[0.9999229,0.000004533319,0.000002673712,0.00002270011,0.00002856647,0.00001863901],"domain_scores_gemma":[0.999957,0.000003988217,0.000002346158,0.000003184485,0.00001810628,0.00001529817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003015662,0.00006850079,0.0006412816,0.0009872877,0.00004214749,0.001023755,0.0001703451,0.0005431579,0.3420664,0.005735113,0.4012227,0.2471977],"study_design_scores_gemma":[0.00001807488,0.00009572767,0.001162173,0.00002743625,0.0000260843,0.000524624,0.00009817656,0.0007324854,0.05813056,0.0006103474,0.9385512,0.00002314139],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1136224,0.1095533,0.04643592,0.02275996,0.1187633,0.0005121695,0.003834305,0.004072251,0.5804464],"genre_scores_gemma":[0.1143661,0.02441245,0.01002537,0.003969046,0.003927518,0.0001080257,0.001659499,0.0002970991,0.8412349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02622088,"threshold_uncertainty_score":0.08771759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176237210948858,"score_gpt":0.2183183323851304,"score_spread":0.2065559602756418,"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."}}