{"id":"W4400801825","doi":"10.55037/lxlaser.21st.77","title":"Zemax Modeling Of A Self-Aligned Focusing Schlieren System With Simulated Compressible Flow","year":2024,"lang":"en","type":"article","venue":"","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Langley Research Center; National Aeronautics and Space Administration","keywords":"Zemax; Schlieren; Schlieren photography; Flow (mathematics); Compressible flow; Optics; Mechanics; Compressibility; Computer science; Physics; Flow visualization","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":[0.0002891562,0.0001635153,0.000309999,0.0001362292,0.00004934938,0.00007508341,0.0001344912,0.00007839221,0.00003713096],"category_scores_gemma":[0.00001474213,0.0001131095,0.0000680817,0.0002429979,0.00001865331,0.0000693211,0.00005917955,0.00007714925,0.000009074017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000480207,"about_ca_system_score_gemma":0.00006035019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004063836,"about_ca_topic_score_gemma":0.000009545482,"domain_scores_codex":[0.9989521,0.0000424939,0.0003482125,0.000228484,0.0002227576,0.0002059674],"domain_scores_gemma":[0.999269,0.0001845594,0.00005561037,0.0003169985,0.0001167992,0.00005701066],"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":[0.00005492368,0.00009246619,0.00002619654,0.002463144,0.0003202939,0.00004191247,0.001045037,0.3020999,0.001282501,0.6923372,0.0000438411,0.0001926321],"study_design_scores_gemma":[0.0003821301,0.00005429776,7.096425e-7,0.001150177,0.0001242183,0.00002514473,0.0004978567,0.9743503,0.0004981706,0.02276493,0.000007228281,0.0001448268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4551603,0.0001411588,0.5283518,0.00002988868,0.0001033694,0.0002803124,0.000008802453,0.0006675425,0.01525683],"genre_scores_gemma":[0.9016377,0.000002195323,0.09803277,0.000004351024,0.00003136655,0.000003227727,0.000002839117,0.00004679683,0.0002387773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6722504,"threshold_uncertainty_score":0.4612472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058534107502199,"score_gpt":0.2616894112621818,"score_spread":0.2411040701871598,"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."}}