{"id":"W2053987511","doi":"10.1109/jqe.2005.848888","title":"A rate equation model of asymmetric multiple quantum-well lasers","year":2005,"lang":"en","type":"article","venue":"IEEE Journal of Quantum Electronics","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rate equation; Lasing threshold; Laser; Quantum well; Physics; Semiconductor laser theory; Wavelength; Position (finance); Quantum; Quantum dot laser; Quantum tunnelling; Computational physics; Statistical physics; Optics; Quantum mechanics","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":[0.0008033713,0.0006937754,0.0008651286,0.0005541782,0.0007119485,0.001195581,0.002426419,0.002340388,0.005275986],"category_scores_gemma":[0.00177659,0.0006812361,0.001170317,0.0005409523,0.0005879516,0.001797236,0.0006171383,0.001327915,0.001234567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445655,"about_ca_system_score_gemma":0.001354925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009397343,"about_ca_topic_score_gemma":0.003839368,"domain_scores_codex":[0.9996635,0.00005726126,0.00001887142,0.0000587998,0.0001466,0.00005504284],"domain_scores_gemma":[0.9994966,0.000242043,0.00005501759,0.00003926152,0.0001367233,0.00003033756],"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":[0.00002999669,0.00004577947,0.0003634822,0.0000528149,0.00002093693,0.0002011707,0.0001048321,0.9008451,0.006446364,0.08801758,0.0006183949,0.003253546],"study_design_scores_gemma":[0.000006111538,0.000005445666,0.0000312496,0.000002563779,0.000002515673,0.00001756436,0.000004042146,0.9966267,0.0002509211,0.002520338,0.0005267874,0.000005739758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05174751,0.0005443594,0.9088818,0.000902892,0.000174871,0.0002831181,0.0007162898,0.0004620984,0.03628707],"genre_scores_gemma":[0.7700907,0.001243725,0.1619204,0.0003800632,0.0001343987,0.001608627,0.0007149547,0.0002787065,0.06362834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009397343,"threshold_uncertainty_score":0.01868528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588988815743793,"score_gpt":0.2361143105563717,"score_spread":0.2102244223989338,"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."}}