{"id":"W4312614421","doi":"10.1109/pn56061.2022.9908379","title":"Double-pulse Model for the Study of Red-shifted Spectrum in Multi-frequency Raman Generation","year":2022,"lang":"en","type":"article","venue":"2022 Photonics North (PN)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Raman scattering; Spectrogram; Raman spectroscopy; Pulse (music); Transient (computer programming); Optics; Physics; Ultrashort pulse; Coherent anti-Stokes Raman spectroscopy; Sum-frequency generation; Photon; Computational physics; Nonlinear optics; Laser; Computer 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":[0.0003409134,0.0006326492,0.0004401011,0.0006154792,0.0005563118,0.0004583105,0.001518035,0.001229839,0.002614501],"category_scores_gemma":[0.0005221792,0.0003357079,0.0007108851,0.0005736202,0.0009777825,0.001651568,0.0008032087,0.001513776,0.0005664836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233143,"about_ca_system_score_gemma":0.0005713018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007224087,"about_ca_topic_score_gemma":0.0006709439,"domain_scores_codex":[0.9997866,0.00003700103,0.000006875137,0.00005037425,0.00008536624,0.00003379743],"domain_scores_gemma":[0.9997264,0.0000960051,0.0000399357,0.00005575442,0.00004389159,0.00003814088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000230435,0.0003014578,0.001547898,0.000277131,0.00005587682,0.00138375,0.0006173234,0.1322271,0.2209907,0.6189828,0.001448049,0.0219376],"study_design_scores_gemma":[0.000008390156,0.00006297384,0.0002460344,0.000009630853,0.000008245944,0.0002776475,0.00003156733,0.9633102,0.006257269,0.02821521,0.001551427,0.00002153317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07415181,0.0007838055,0.911403,0.0004035432,0.00016792,0.00009013759,0.00009008671,0.0002497254,0.0126599],"genre_scores_gemma":[0.8720423,0.001127196,0.1063998,0.0002927419,0.0001381972,0.0002442491,0.0001164848,0.0001857295,0.01945345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002614501,"threshold_uncertainty_score":0.008746386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04566176335404257,"score_gpt":0.2905501400152946,"score_spread":0.244888376661252,"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."}}