{"id":"W2065194460","doi":"10.1116/1.2186662","title":"Gain spectra of 1.3μm GaInNAs laser diodes","year":2006,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institute for Microstructural Sciences; University of Ottawa","funders":"","keywords":"Blueshift; Lasing threshold; Materials science; Spectral line; Laser; Diode; Wavelength; Quantum well laser; Optics; Optoelectronics; Laser diode; Semiconductor laser theory; Photon; Physics; Quantum dot laser; Photoluminescence","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":[0.0005907717,0.0002280145,0.0004991023,0.0006530551,0.0002454651,0.00008097332,0.0006480909,0.0001145235,0.0001825395],"category_scores_gemma":[0.00001460142,0.0001656935,0.0001379753,0.001148845,0.001061684,0.000467206,0.0001361552,0.0003806001,0.000002765709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001751688,"about_ca_system_score_gemma":0.0001650161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172836,"about_ca_topic_score_gemma":0.000004832142,"domain_scores_codex":[0.9982013,0.0000227637,0.0006472616,0.0002958733,0.0003843019,0.0004484697],"domain_scores_gemma":[0.9985733,0.00006985575,0.0007154911,0.0002730791,0.0002692441,0.0000989988],"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":[0.00004418781,0.0001701792,0.2690078,0.00002434809,0.00007419736,0.00001911807,0.0001989819,0.0002641913,0.666838,0.06106771,0.0008832621,0.001408041],"study_design_scores_gemma":[0.001418953,0.0007097716,0.05124291,0.0001519545,0.000120725,0.0001820914,0.004505393,0.001588189,0.793907,0.1435148,0.002102432,0.0005558256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961562,0.001537115,0.000348445,0.0006140289,0.0002820745,0.00008599189,0.00002382834,0.00002343277,0.0009288986],"genre_scores_gemma":[0.9963512,0.00005149368,0.003342169,0.00002466845,0.0001148764,0.00000142304,0.000001254187,0.00001206899,0.0001008349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2177649,"threshold_uncertainty_score":0.6756786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00667050510913321,"score_gpt":0.2413508371287251,"score_spread":0.2346803320195919,"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."}}