{"id":"W2940298327","doi":"","title":"Development of sub-50-fs laser oscillator with mega-watt peak power for nonlinear applications","year":2018,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Watt; Mega-; Power (physics); Nonlinear system; Laser; Electrical engineering; Physics; Engineering; Optics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000823497,0.0002109275,0.0003392343,0.0001213864,0.0002238186,0.00001013775,0.0002596753,0.0001125784,0.00004125525],"category_scores_gemma":[0.000001936193,0.0002345807,0.0001324052,0.00014233,0.00007712556,0.0001061009,0.00003992243,0.0001329516,0.00002776059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005264574,"about_ca_system_score_gemma":0.0003427835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543515,"about_ca_topic_score_gemma":0.02265675,"domain_scores_codex":[0.9991593,0.00001195861,0.0001365454,0.0002857045,0.0002193244,0.0001871768],"domain_scores_gemma":[0.9986904,0.00003946365,0.0004210275,0.0002707391,0.0005042234,0.00007410005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02447724,0.01900309,0.2226541,0.009678571,0.02600171,0.00003613303,0.05189913,0.0001246297,0.4756688,0.01792873,0.08758867,0.06493919],"study_design_scores_gemma":[0.002010189,0.0003556148,0.02751151,0.0002811381,0.0005674152,4.778267e-7,0.05911981,0.0001711815,0.1692727,0.0001693397,0.7396782,0.0008624553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844331,0.00001491684,0.009505652,0.00002672081,0.00008242946,0.000652866,0.0005294991,0.00001594796,0.004738877],"genre_scores_gemma":[0.6936371,0.0000199332,0.2915738,0.0000172337,0.0005349648,0.00002483514,0.007724902,0.0001426872,0.006324583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520895,"threshold_uncertainty_score":0.9951772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055828809516034,"score_gpt":0.2229860405618692,"score_spread":0.2124277524667088,"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."}}