{"id":"W2042270634","doi":"10.1063/1.127065","title":"Enhanced degradation resistance of quantum dot lasers to radiation damage","year":2000,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Microstructural Sciences; Dalhousie University; National Research Council Canada; Western University","funders":"","keywords":"Degradation (telecommunications); Laser; Radiation; Radiation resistance; Materials science; Optoelectronics; Quantum dot; Quantum dot laser; Radiation damage; Semiconductor laser theory; Physics; Optics; Semiconductor; Electronic engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00004630581,0.0001676116,0.0002017121,0.00003293694,0.00007778309,0.00003028134,0.0001695347,0.00002310375,0.0004497229],"category_scores_gemma":[8.056107e-7,0.000170488,0.00007128194,0.0002604289,0.00003837084,0.00012339,0.00001323507,0.0000941286,0.00006392269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001956424,"about_ca_system_score_gemma":0.00001602046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009509318,"about_ca_topic_score_gemma":0.000001897682,"domain_scores_codex":[0.9990718,0.00001768946,0.000231353,0.0002746819,0.0001873415,0.000217171],"domain_scores_gemma":[0.9994414,0.00004805446,0.0001274643,0.0002969194,0.00002102192,0.00006507157],"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":[0.00006089859,0.00002943831,0.0002027594,0.00001462518,0.00004094623,1.522813e-7,0.0005059239,0.002962966,0.8894694,0.09124126,0.002494725,0.01297684],"study_design_scores_gemma":[0.0007805689,0.00002010795,0.003986303,0.00002821902,0.00004517987,4.174611e-8,0.000271975,0.0001761333,0.9811519,0.007676917,0.005429673,0.0004329246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986694,0.000009525445,0.007115605,0.0002003536,0.00008285332,0.000231771,0.0000438847,0.00002729834,0.005594744],"genre_scores_gemma":[0.9979094,0.000001583934,0.0004148358,0.001078077,0.0003099976,0.00003221578,0.0001459913,0.00002220972,0.00008574237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09168249,"threshold_uncertainty_score":0.6952298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008045224646078354,"score_gpt":0.2258690932615362,"score_spread":0.2178238686154579,"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."}}