{"id":"W4379927931","doi":"10.1117/12.2665686","title":"Advanced measurement of gas jet density using a wavefront sensor","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supersonic speed; Wavefront; Jet (fluid); Nozzle; Jet propulsion; Acceleration; Wavefront sensor; Tomography; Laser; Physics; Optics; Aerospace engineering; Mechanics; Acoustics; Classical mechanics; Engineering; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001047954,0.000108788,0.0001886542,0.00004957863,0.0000548762,0.000006630756,0.0000805903,0.00002731105,0.00003911685],"category_scores_gemma":[0.00004645328,0.00008958166,0.0000648006,0.0002214865,0.00007101777,0.00005340625,0.0001162577,0.00008103015,0.00003789551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004357366,"about_ca_system_score_gemma":0.00001933243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008708421,"about_ca_topic_score_gemma":0.00000752635,"domain_scores_codex":[0.9991807,0.00001258922,0.0001694652,0.000178396,0.0002179035,0.0002409299],"domain_scores_gemma":[0.9994761,0.00003389699,0.00006331381,0.0002584839,0.0001338291,0.00003438847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000514297,0.0001406406,0.02389694,0.00002491122,0.0001450888,0.00001045118,0.00009862573,0.006789428,0.8029078,0.04777325,0.000413763,0.1177476],"study_design_scores_gemma":[0.0006297794,0.00006910633,0.004565927,0.00007093826,0.00004012536,0.000001121692,0.001253605,0.02190657,0.9153838,0.05482785,0.0009143619,0.0003367817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143593,0.00000648581,0.08299708,0.0001752115,0.00006693632,0.0001287499,0.000004326137,0.0002757602,0.001986118],"genre_scores_gemma":[0.9209043,0.000001037307,0.07897113,0.000007537259,0.00002283079,0.000001780656,0.000002316497,0.00001112471,0.00007790077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174109,"threshold_uncertainty_score":0.3653034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174861261375549,"score_gpt":0.2755463120586165,"score_spread":0.233797699444861,"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."}}