{"id":"W3195075748","doi":"10.3390/photonics8080340","title":"Spectral Output of Homogeneously Broadened Semiconductor Lasers","year":2021,"lang":"en","type":"article","venue":"Photonics","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Laser; Semiconductor laser theory; Spontaneous emission; Optoelectronics; Optics; Diode; Amplified spontaneous emission; Semiconductor optical gain; Semiconductor; Physics; Gain-switching; Materials science","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":[0.00004661021,0.0001451559,0.0002395311,0.00003909733,0.00002147668,0.00002351861,0.000145,0.00009058273,0.0004048791],"category_scores_gemma":[0.00003565547,0.000149894,0.0001130807,0.0001953248,0.00003915167,0.00007717113,0.00003094017,0.0001475486,0.00004334031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004737448,"about_ca_system_score_gemma":0.00005312584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001702034,"about_ca_topic_score_gemma":0.00004813768,"domain_scores_codex":[0.9991676,0.00001232883,0.0002288445,0.0001781286,0.0001484997,0.0002645995],"domain_scores_gemma":[0.99946,0.00005328287,0.00002569249,0.0002907867,0.00006406013,0.0001062218],"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":[0.000008178976,0.00005334549,0.0007364718,0.0001771346,0.0001403382,0.0001072901,0.0003018045,0.006793204,0.9886158,0.000614269,0.00193682,0.0005154099],"study_design_scores_gemma":[0.0002770139,0.00002156396,0.000272498,0.00002867742,0.00003743694,0.00003457836,0.0001851108,0.01309727,0.973041,0.0002170143,0.01257351,0.0002143135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895768,0.002881475,0.00003044462,0.00002977868,0.0005794697,0.00006507537,0.0000445012,0.0001346779,0.006657832],"genre_scores_gemma":[0.9965788,0.0004411642,0.002307223,0.00009965242,0.0000526082,0.000004767995,0.00002319744,0.00003816743,0.0004544084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557472,"threshold_uncertainty_score":0.61125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243851402149638,"score_gpt":0.2070819827811354,"score_spread":0.194643468759639,"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."}}