{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467642,0.0002569925,0.0002425902,0.0003428614,0.0001701421,0.0004373321,0.0004490424,0.0003242599,0.0007942497],"category_scores_gemma":[0.0003073844,0.0001840827,0.0003321214,0.0003170808,0.0003772173,0.0004830845,0.0003558777,0.0003184285,0.0003446389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000626284,"about_ca_system_score_gemma":0.0001852332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004110899,"about_ca_topic_score_gemma":0.0002889164,"domain_scores_codex":[0.9998432,0.0000227781,0.000006824188,0.00003678817,0.00007234489,0.00001799742],"domain_scores_gemma":[0.9998515,0.00005951176,0.00002386124,0.0000159174,0.00004149467,0.000007753219],"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":[0.0001258512,0.00002791158,0.0009266445,0.0001989579,0.0000257291,0.0001342041,0.0001930782,0.01196777,0.9408714,0.02431975,0.000282271,0.02092648],"study_design_scores_gemma":[0.00001587015,0.0001466652,0.002032735,0.0000282663,0.0000350053,0.0003149897,0.0001162465,0.1446577,0.838175,0.009892459,0.00454428,0.00004080445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788685,0.002425459,0.193207,0.0001511533,0.00003514122,0.00002208994,0.0001884836,0.0003765286,0.01490906],"genre_scores_gemma":[0.9863841,0.0008489811,0.01004695,0.00003251179,0.000009997252,0.00001332838,0.00006909132,0.00004550051,0.002549457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007942497,"threshold_uncertainty_score":0.00454402,"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."}}