{"id":"W2145906950","doi":"10.1002/mop.11063","title":"Advanced modeling of semiconductor lasers based on quantum Boltzmann equations","year":2003,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boltzmann constant; Microwave; Laser; Semiconductor laser theory; Semiconductor; Quantum well; Physics; Statistical physics; Quantum; Diffusion; Boltzmann equation; Power (physics); Computational physics; Electronic engineering; Quantum mechanics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005655664,0.0004542471,0.0007820122,0.0003924845,0.0004012978,0.001051533,0.001577943,0.001256663,0.00170866],"category_scores_gemma":[0.001072705,0.0004078238,0.0008162199,0.0005307468,0.0008938769,0.001889017,0.0006415182,0.001131781,0.0005640698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130732,"about_ca_system_score_gemma":0.001213389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005447391,"about_ca_topic_score_gemma":0.002498939,"domain_scores_codex":[0.9996349,0.00008478734,0.00001573869,0.00004498755,0.0001750479,0.00004456867],"domain_scores_gemma":[0.9997094,0.0001229824,0.00003232412,0.00003059701,0.00008244884,0.00002221823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002364803,0.00003445671,0.000298322,0.00003197993,0.00001827549,0.00007912239,0.00005891396,0.8786782,0.00646971,0.1100584,0.0003350958,0.003913823],"study_design_scores_gemma":[0.000004064981,0.000003780057,0.00003418028,0.000002106155,0.0000016527,0.000008595689,0.000002401206,0.9923653,0.0002683564,0.006724008,0.0005819458,0.00000351728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05815973,0.0009747421,0.9241036,0.0005477471,0.000146006,0.00009896272,0.0002352785,0.0002766116,0.0154573],"genre_scores_gemma":[0.8458596,0.002140306,0.1284845,0.0002873337,0.0001821779,0.0005403929,0.0002921444,0.0001209024,0.0220926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005447391,"threshold_uncertainty_score":0.01083136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180861867342291,"score_gpt":0.2119655580728529,"score_spread":0.2001569393994301,"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."}}