{"id":"W3005289547","doi":"10.1109/tuffc.2020.2971238","title":"Large-Pitch Synthetic Transmit Aperture Imaging: A Feasibility Study","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Synthetic aperture radar; Computer science; Remote sensing; Computer vision; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003724217,0.0004817892,0.000707908,0.0002570778,0.0004289523,0.0001074267,0.0001825097,0.0001486622,0.0001426222],"category_scores_gemma":[0.0001376519,0.0004253696,0.0003834899,0.001030952,0.0001185542,0.0001651058,6.153483e-7,0.001190137,0.00002615446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002405,"about_ca_system_score_gemma":0.000187707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005588036,"about_ca_topic_score_gemma":0.00004328151,"domain_scores_codex":[0.9971496,0.0001691585,0.0005250778,0.0009083142,0.000516701,0.0007311511],"domain_scores_gemma":[0.9980971,0.0005303199,0.00009266629,0.000469807,0.0002041923,0.0006058792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01759353,0.05533444,0.3104235,0.001531496,0.007402252,0.000782539,0.03954388,0.001119849,0.3735173,0.001351109,0.001240894,0.1901593],"study_design_scores_gemma":[0.2021491,0.07702629,0.1043555,0.001076721,0.02435146,0.004330403,0.0133854,0.5146858,0.008257029,0.004065808,0.034848,0.01146856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2275835,0.001941431,0.7583335,0.008528455,0.0002456042,0.002023882,0.0002364613,0.0004260718,0.0006810508],"genre_scores_gemma":[0.9937818,0.0002832003,0.0006004617,0.005036977,0.00006947998,0.00010089,0.000008814196,0.00007222287,0.00004612793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7661983,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409228824871455,"score_gpt":0.2466584700767463,"score_spread":0.2325661818280317,"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."}}