{"id":"W1995037966","doi":"10.1142/s0218863510005157","title":"COMPARISON BETWEEN ULTRAFAST GAIN AND PHASE DYNAMICS IN SEMICONDUCTOR OPTICAL AMPLIFIERS","year":2010,"lang":"en","type":"article","venue":"Journal of Nonlinear Optical Physics & Materials","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ultrashort pulse; Semiclassical physics; Wavelength; Spectral hole burning; Optical amplifier; Materials science; Amplifier; Phase (matter); Semiconductor; Optics; Semiconductor laser theory; Physics; Optoelectronics; Laser; Quantum; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004634928,0.0002595934,0.0008164046,0.0001060855,0.00002940364,0.0001335175,0.0002979716,0.0002953511,0.00002376079],"category_scores_gemma":[0.0002512885,0.0002293137,0.00007397428,0.0001893616,0.0002937318,0.0002602312,0.00007922712,0.0009814606,0.00001365508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009482634,"about_ca_system_score_gemma":0.00002892355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001268382,"about_ca_topic_score_gemma":0.000004273288,"domain_scores_codex":[0.9981999,0.00002716392,0.0009267263,0.0001682425,0.0002570013,0.0004208969],"domain_scores_gemma":[0.9989948,0.0003456915,0.0001353731,0.0002210486,0.00009010365,0.0002130084],"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":[0.00008678066,0.0003633329,0.002436294,0.0001535245,0.0001036338,0.00005250671,0.00006096135,0.001279151,0.9667208,0.01703095,0.00008347008,0.0116286],"study_design_scores_gemma":[0.004211382,0.0008684244,0.002450674,0.0003702821,0.0002415173,0.0001340286,0.0004295126,0.09056258,0.8868207,0.01247047,0.0003863491,0.001054129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946242,0.00003365282,0.004143295,0.0001659093,0.0005762001,0.0001284333,0.00005382334,0.00009249298,0.0001819995],"genre_scores_gemma":[0.9482639,0.00004460943,0.05063092,0.00001410913,0.0009780008,0.000002064566,0.0000158559,0.00004831369,0.000002266778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08928343,"threshold_uncertainty_score":0.935114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994206578703196,"score_gpt":0.3024547787190742,"score_spread":0.2825127129320423,"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."}}