{"id":"W2090443481","doi":"10.1117/12.2042612","title":"Gain engineering for all-optical microwave and high speed pulse generation in mode-locked fiber lasers","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Optoelectronics; Laser; Semiconductor laser theory; Optics; Materials science; Bandwidth (computing); Lasing threshold; Photonics; Tunable laser; Fiber laser; Optical filter; Semiconductor; Computer science; Wavelength; Physics; Telecommunications","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":[0.0001442556,0.0002602671,0.0001489812,0.0001820407,0.0002002144,0.0004092133,0.0002841333,0.0004353236,0.0008448947],"category_scores_gemma":[0.0001779181,0.0002180572,0.0002211706,0.000169423,0.000294288,0.0004754562,0.0004208086,0.000400503,0.0002820905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844746,"about_ca_system_score_gemma":0.0002795345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002226281,"about_ca_topic_score_gemma":0.0006293401,"domain_scores_codex":[0.9998976,0.000008952117,0.000003242737,0.00001205655,0.00006084433,0.00001742056],"domain_scores_gemma":[0.9999441,0.00001543015,0.0000194106,0.000005640668,0.00001008566,0.000005272629],"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":[0.00002014115,0.0000262843,0.0001017931,0.0001210887,0.000004469799,0.00008109657,0.00005845279,0.0007723109,0.9771598,0.01306748,0.0001294884,0.008457628],"study_design_scores_gemma":[0.00003100407,0.0002164129,0.0005447486,0.00003619562,0.00001626642,0.0004219263,0.00004468787,0.02502428,0.9513006,0.00569657,0.01664193,0.00002540831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.628781,0.01170297,0.328801,0.0009506271,0.0003045844,0.0002119925,0.00007500716,0.0004731605,0.02869976],"genre_scores_gemma":[0.9007336,0.004027845,0.08882915,0.00009030678,0.00006629954,0.0001110011,0.00003299858,0.00005725137,0.006051519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008448947,"threshold_uncertainty_score":0.003515184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979655934385304,"score_gpt":0.2264830424890353,"score_spread":0.2166864831451823,"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."}}