{"id":"W4406856685","doi":"10.1109/lgrs.2025.3535220","title":"Performance Simulation of SmallSat SAR Persistent Scatterer Interferometry With Deteriorated Images","year":2025,"lang":"en","type":"article","venue":"IEEE Geoscience and Remote Sensing Letters","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Ministry of Business, Innovation and Employment","keywords":"Interferometry; Synthetic aperture radar; Radar imaging; Computer science; Remote sensing; Optics; Computer vision; Geology; Physics; Radar; Telecommunications","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":[0.00009435033,0.0001199679,0.0001388946,0.0001709708,0.00009193107,0.00003339447,0.0000843134,0.00004186537,0.000001103521],"category_scores_gemma":[0.000005578686,0.00009436814,0.00003022431,0.0003627297,0.0002201215,0.00009050807,0.00001573292,0.00008418465,9.707866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469393,"about_ca_system_score_gemma":0.000009723302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003377337,"about_ca_topic_score_gemma":0.000002132868,"domain_scores_codex":[0.9993863,0.00001043803,0.0001501096,0.000186898,0.0001058221,0.0001604054],"domain_scores_gemma":[0.9996583,0.00004339933,0.0000351263,0.0001934269,0.00004220876,0.00002752546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001003081,0.000005059574,0.0002196859,0.00009341354,0.00002242963,0.000002235222,0.0001737679,0.002108627,0.2609134,9.294816e-7,0.00007237287,0.736378],"study_design_scores_gemma":[0.0001435293,0.00005079923,0.00270694,0.0004110709,0.0000382436,0.00002321381,0.00009797469,0.8329661,0.1606662,0.0000064259,0.002696253,0.0001932757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5742162,0.00003076455,0.4250685,0.0002954526,0.00007631908,0.00007065832,8.79033e-7,0.00006873115,0.0001724306],"genre_scores_gemma":[0.8689255,0.00003807135,0.1306971,0.0002848042,0.00001315942,6.413058e-8,8.765098e-7,0.000008754536,0.00003163456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8308575,"threshold_uncertainty_score":0.3848221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007602749088821972,"score_gpt":0.2128741235561261,"score_spread":0.2052713744673041,"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."}}