{"id":"W2359252647","doi":"","title":"Experimental Characterization of High Power Short Pulsed VCSELs","year":2008,"lang":"en","type":"article","venue":"Laser & Infrared","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Materials science; Optics; Laser; Optoelectronics; Pulse (music); Vertical-cavity surface-emitting laser; Wavelength; Power (physics); Pulse-width modulation; Aperture (computer memory); Semiconductor laser theory; Physics","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":[0.0003243836,0.0003509704,0.0002757356,0.0002688581,0.0003941078,0.0003386876,0.00032526,0.000350373,0.004504418],"category_scores_gemma":[0.0004673459,0.00016316,0.0001451557,0.00038933,0.0003440279,0.0002977469,0.0003012352,0.0002911118,0.0007149868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578333,"about_ca_system_score_gemma":0.0001812658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005870526,"about_ca_topic_score_gemma":0.0005634218,"domain_scores_codex":[0.9997652,0.00001873217,0.00002279481,0.00005752989,0.000100336,0.00003545463],"domain_scores_gemma":[0.9995079,0.0001268664,0.0000489901,0.00008884889,0.0001786884,0.00004865482],"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":[0.00005868,0.00002057141,0.0003421282,0.00004557907,0.000003904465,0.00007490641,0.00007374897,0.000135043,0.9973356,0.0001634319,0.0001017439,0.001644479],"study_design_scores_gemma":[0.00001333202,0.0003190942,0.003957013,0.000008422645,0.00001153693,0.0002385961,0.00005472737,0.001148608,0.9910302,0.0001551941,0.003052181,0.00001098169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826887,0.0005194006,0.01265932,0.00007100261,0.0000483731,0.00008570598,0.0006714099,0.0001684126,0.003087755],"genre_scores_gemma":[0.9822588,0.0004260447,0.01157512,0.00005807885,0.00002915326,0.0001533274,0.0007015395,0.00007117076,0.00472672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004504418,"threshold_uncertainty_score":0.01506877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126763629219012,"score_gpt":0.203496242210329,"score_spread":0.1922286059181389,"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."}}