{"id":"W4386428072","doi":"10.1109/cleo/europe-eqec57999.2023.10232763","title":"Modeling of Weak Ultrashort Photonic Wavepackets Using Quantum-Classical Correspondence Principle","year":2023,"lang":"en","type":"article","venue":"","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Physics; Photon; Photonics; Pulse (music); Ultrashort pulse; Refractive index; Quantum; Optics; Pulse shaping; Quantum optics; Quantum mechanics; Laser","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":[0.0005748303,0.000755189,0.0009410532,0.0006294742,0.0007392009,0.001666475,0.002380013,0.001888146,0.003046721],"category_scores_gemma":[0.001031339,0.0004924121,0.0008030962,0.0005897917,0.001965554,0.00185523,0.0009690393,0.001218408,0.0005069765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487802,"about_ca_system_score_gemma":0.001380226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897791,"about_ca_topic_score_gemma":0.002174527,"domain_scores_codex":[0.9997115,0.00009187366,0.000008623092,0.00003191815,0.0001022802,0.00005389341],"domain_scores_gemma":[0.999644,0.000168457,0.00005304615,0.00003691969,0.00004854622,0.00004900089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004494292,0.00008746354,0.0004860312,0.00007422751,0.00003305409,0.000158392,0.00009199414,0.71136,0.004039099,0.2805637,0.0005268498,0.002534317],"study_design_scores_gemma":[0.000004557255,0.00000792055,0.0000481888,0.00000312307,0.000001765361,0.00001184968,0.000009049245,0.9849792,0.0001806102,0.01444539,0.0003035888,0.000004685723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1612231,0.0009373811,0.7847921,0.0009536682,0.0001562774,0.0001700285,0.0004257099,0.0003208136,0.05102091],"genre_scores_gemma":[0.9159419,0.0009293534,0.06446607,0.000189024,0.0001140173,0.0003638033,0.0002604084,0.0001899235,0.01754555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003897791,"threshold_uncertainty_score":0.01079482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04359863360598892,"score_gpt":0.3345419032426791,"score_spread":0.2909432696366901,"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."}}