{"id":"W2041854936","doi":"10.1080/09500340500052556","title":"External cavity semiconductor laser model for the strong feedback regime","year":2005,"lang":"en","type":"article","venue":"Journal of Modern Optics","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Semiconductor laser theory; Laser diode rate equations; Diode; Laser; Master equation; Semiconductor; Optics; Quantum mechanics; Injection seeder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002700569,0.0001759454,0.0002546708,0.00004998661,0.00007033959,0.00008578604,0.0003604929,0.0001018014,0.00002294801],"category_scores_gemma":[0.00004684336,0.0001194118,0.0001982716,0.00004792176,0.00004382675,0.0003834499,0.00002710308,0.0003694752,0.000006884297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186089,"about_ca_system_score_gemma":0.00004631684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001497427,"about_ca_topic_score_gemma":0.00001325678,"domain_scores_codex":[0.9988955,0.00001004873,0.0004363841,0.00009710114,0.0002678727,0.0002931389],"domain_scores_gemma":[0.9991378,0.0001903332,0.0001334912,0.000215534,0.0001783198,0.0001444818],"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":[0.00003717539,0.00003320566,0.00004768829,0.00003109361,0.0001045763,0.000003494167,0.0003214368,0.9714493,0.01917393,0.0003494445,0.002331052,0.006117578],"study_design_scores_gemma":[0.0005750369,0.0000398947,0.00006254813,0.00004631435,0.0001081385,0.00004687269,0.00006026679,0.9889553,0.007409418,0.001341712,0.001203644,0.0001509121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7864501,0.002654778,0.2093833,0.0004941645,0.0005154228,0.000133668,0.00002762882,0.00003365862,0.0003072502],"genre_scores_gemma":[0.9693053,0.0003245778,0.0285445,0.0001689949,0.001000265,0.000003361378,9.27289e-7,0.0000457175,0.0006063636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828551,"threshold_uncertainty_score":0.486947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070726235269459,"score_gpt":0.2527119257771204,"score_spread":0.2220046634244258,"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."}}