{"id":"W1970291287","doi":"10.1007/s11671-010-9798-4","title":"Thermal Effects and Small Signal Modulation of 1.3-μm InAs/GaAs Self-Assembled Quantum-Dot Lasers","year":2010,"lang":"en","type":"article","venue":"Nanoscale Research Letters","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanochemistry; Materials science; Modulation (music); Optoelectronics; Quantum dot; Laser; SIGNAL (programming language); Quantum dot laser; Thermal; Nanotechnology; Semiconductor laser theory; Optics; Physics; Semiconductor; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200939,0.0002116616,0.0001756941,0.000117502,0.0001376155,0.0002101268,0.0001886808,0.0001778967,0.0004793708],"category_scores_gemma":[0.000369867,0.0001423135,0.0001089786,0.0001115264,0.0002644291,0.000227669,0.0001175647,0.0001971602,0.0001196641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388405,"about_ca_system_score_gemma":0.00008257382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005562744,"about_ca_topic_score_gemma":0.0007540075,"domain_scores_codex":[0.9998722,0.00002280656,0.00000744891,0.00002659513,0.00004363046,0.000027365],"domain_scores_gemma":[0.9997409,0.0001221038,0.00006689486,0.00001544735,0.00003513314,0.00001952396],"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":[0.00004196186,0.000007148823,0.0002757334,0.00001066511,0.000002229365,0.00001708029,0.00002324914,0.0002269809,0.9990109,0.00003200331,0.000004720619,0.0003472529],"study_design_scores_gemma":[0.000005844649,0.0001197162,0.002370386,0.000001449518,0.000006360027,0.00002339474,0.00001271735,0.003843991,0.9935067,0.00001924676,0.00008647182,0.000003700135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994044,0.0001036454,0.0003642952,0.00001041944,0.000001912085,0.000001989542,0.0000113873,0.000009392345,0.00009260351],"genre_scores_gemma":[0.9994079,0.00006196115,0.0003916812,0.000003688167,0.000002474624,0.000003497659,0.00001278316,0.000005013511,0.0001110569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005562744,"threshold_uncertainty_score":0.001732886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833521943532179,"score_gpt":0.2880272304752479,"score_spread":0.2696920110399261,"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."}}