{"id":"W2157530503","doi":"10.1109/islc.2008.4636023","title":"Voltage controlled operation of a transistor vertical cavity surface emitting laser","year":2008,"lang":"en","type":"article","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vertical-cavity surface-emitting laser; Optoelectronics; Transistor; Materials science; Voltage; Laser; Saturation (graph theory); Semiconductor laser theory; Optical transistor; Optics; Electrical engineering; Semiconductor; Physics; 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":[0.00008201842,0.00009189933,0.0002550087,0.00001711204,0.00003576365,0.000007090816,0.00005592713,0.00006306644,0.000297862],"category_scores_gemma":[0.00004239688,0.0000738555,0.00007462254,0.00006259925,0.00003805735,0.0001068011,0.000004897483,0.00008156071,0.00002214072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136658,"about_ca_system_score_gemma":0.00001183706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005277221,"about_ca_topic_score_gemma":0.00003245443,"domain_scores_codex":[0.9994059,0.00001257792,0.0002320165,0.00009612017,0.0001135766,0.0001398438],"domain_scores_gemma":[0.999681,0.000109406,0.000007251579,0.0001002801,0.00003558454,0.00006648774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001414278,0.00009674866,0.005006425,0.0001054932,0.0001203076,0.00002227986,0.0007813324,0.04381564,0.9476933,0.0007416147,0.001287755,0.0001876834],"study_design_scores_gemma":[0.004210991,0.000062752,0.004495995,0.00002237599,0.00005520962,0.000007361185,0.0001161276,0.5048418,0.485072,0.0000145024,0.0008210852,0.0002798005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912363,0.0001866787,0.003048412,0.00002552202,0.00012794,0.0001260076,0.000003563153,0.0001141781,0.005131342],"genre_scores_gemma":[0.9989376,0.00002216971,0.0007091644,0.00005012362,0.00003026797,0.000003147229,0.000003048977,0.00001274901,0.0002317222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626213,"threshold_uncertainty_score":0.326138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300249026280854,"score_gpt":0.2016652996555244,"score_spread":0.1886628093927159,"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."}}