{"id":"W4413321535","doi":"10.1109/icort64008.2025.11115292","title":"Development of an Integrated Real-Time SAR Simulation System for Pre-Deployment Evaluation","year":2025,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Software deployment; Computer science; Real-time computing; Systems engineering; Software engineering; Engineering","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":[0.0002880486,0.00007550241,0.0001177263,0.0001470006,0.00002264881,0.000006004579,0.00006097625,0.00008657095,0.00002413355],"category_scores_gemma":[0.00002142048,0.00006927758,0.00001703266,0.0001538575,0.000005814739,0.00004460641,0.000007370595,0.00002590941,0.00000601088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458048,"about_ca_system_score_gemma":0.00005512663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062126,"about_ca_topic_score_gemma":0.00001937017,"domain_scores_codex":[0.9994783,0.00001529521,0.0002248955,0.000100043,0.00009090007,0.00009053707],"domain_scores_gemma":[0.9996758,0.00003864507,0.00002313098,0.0001370942,0.0001108712,0.00001446397],"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":[0.0000716609,0.00006180039,0.00007347028,0.0005317398,0.0001874202,2.494808e-7,0.0004913566,0.451358,0.3008247,0.002979913,0.0003781692,0.2430416],"study_design_scores_gemma":[0.0003424031,0.00002097137,0.0002068489,0.00004642052,0.00002145167,1.216927e-7,0.0001384492,0.8123495,0.1855373,0.00005596644,0.001226642,0.00005396587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4304718,0.00002430891,0.5651181,0.000009851152,0.0001193861,0.0007973475,0.000001674856,0.0009093346,0.002548162],"genre_scores_gemma":[0.9420728,0.000001153031,0.05758041,0.000002211953,0.000004761755,0.00007600922,0.00003198849,0.00001218645,0.0002184641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.511601,"threshold_uncertainty_score":0.2825058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914092651971904,"score_gpt":0.2903433623205358,"score_spread":0.2712024358008167,"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."}}