{"id":"W4322580680","doi":"10.4236/jamp.2023.112036","title":"Polarization Simultons in CARS by Polaritons","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Mathematics and Physics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vanier College; Dawson College","funders":"","keywords":"Physics; Polarization (electrochemistry); Polariton; Stokes parameters; Anisotropy; Raman scattering; Linear polarization; Optics; Perpendicular; Scattering; Dipole; Condensed matter physics; Raman spectroscopy; Quantum mechanics; Chemistry; Laser; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484377,0.0001018968,0.0002503846,0.00004638867,0.00004153734,0.0000395941,0.00009440684,0.00003130005,0.0000098228],"category_scores_gemma":[0.000003574623,0.00008987691,0.0000528318,0.0002785506,0.00002206263,0.00006555932,0.00003120768,0.0001714693,0.00001076143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001440326,"about_ca_system_score_gemma":0.00004495496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002114168,"about_ca_topic_score_gemma":7.590507e-7,"domain_scores_codex":[0.9992415,0.000006191917,0.0003593133,0.00007588157,0.0001707277,0.0001463382],"domain_scores_gemma":[0.9994099,0.0001092222,0.0002749864,0.0001042519,0.00004283111,0.00005883613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005431105,0.002020646,0.01583494,0.0005064238,0.0006183864,0.00001630349,0.01831967,0.004166043,0.4506957,0.4000583,0.007350126,0.1003592],"study_design_scores_gemma":[0.007098905,0.0002675485,0.00182258,0.0007045001,0.0003301402,0.00002141668,0.01799559,0.1315981,0.104899,0.7167314,0.01717133,0.001359453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774383,0.00004180301,0.01079557,0.00008877466,0.0001633138,0.0002654602,0.00008827067,0.00001888226,0.01109962],"genre_scores_gemma":[0.9938443,0.00000551979,0.005565533,0.00001497382,0.0004419144,0.000003843128,0.00002164431,0.0000251924,0.00007703027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3457967,"threshold_uncertainty_score":0.3665074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002075841608164,"score_gpt":0.2478341266398552,"score_spread":0.2378133682237736,"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."}}