{"id":"W4402440056","doi":"10.1103/physreva.110.033515","title":"Modeling beam propagation in a moving nonlinear medium","year":2024,"lang":"en","type":"article","venue":"Physical review. A/Physical review, A","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Office of Naval Research; Multidisciplinary University Research Initiative; Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nonlinear system; Beam (structure); Nonlinear medium; Materials science; Physics; Optics; Nonlinear optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003936857,0.0007227048,0.0006196151,0.0005125402,0.0007497428,0.001293454,0.001741716,0.002542111,0.001631072],"category_scores_gemma":[0.0009613053,0.0006880108,0.0008163794,0.0005832445,0.0009149854,0.001459055,0.0008455845,0.001001557,0.0005378192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155294,"about_ca_system_score_gemma":0.001614932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017204,"about_ca_topic_score_gemma":0.009608286,"domain_scores_codex":[0.9998201,0.00003993758,0.000007432329,0.00004032363,0.0000602675,0.00003198955],"domain_scores_gemma":[0.9996696,0.0001526043,0.00005966253,0.00003425223,0.00005832415,0.00002557796],"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":[0.00001985527,0.00003005674,0.0004479845,0.00004232613,0.00001713232,0.0001218528,0.00008233636,0.9507157,0.008162728,0.03674922,0.0003143409,0.003296485],"study_design_scores_gemma":[0.00000480727,0.000008125852,0.00008668088,0.000003982578,0.000003536376,0.00001389129,0.000008201183,0.9961652,0.0003693067,0.002547486,0.0007818731,0.000006988888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1745232,0.001674699,0.7849777,0.001345985,0.0002206522,0.000176998,0.0006621319,0.0005918705,0.03582679],"genre_scores_gemma":[0.7809188,0.003305995,0.1777849,0.0003372464,0.0001506089,0.0005136237,0.000549615,0.0002328717,0.03620626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02017204,"threshold_uncertainty_score":0.04010922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630832119078849,"score_gpt":0.3680713340839725,"score_spread":0.351763012893184,"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."}}