{"id":"W2562175165","doi":"","title":"Application of Radon Transform to Wavefield Filtering, Reconstruction, and Imaging of Dispersive Energies in Quantitative Bone Ultrasound","year":2016,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radon transform; Radon; Ultrasound; Computer vision; Acoustics; Geology; Computer science; Remote sensing; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296695,0.0006045567,0.0004668772,0.0009878131,0.000193366,0.0007871058,0.0008710955,0.000846788,0.0007551493],"category_scores_gemma":[0.002518514,0.0004607908,0.0006352733,0.0009587028,0.001125512,0.0008692092,0.000713199,0.000966671,0.0004888698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951429,"about_ca_system_score_gemma":0.0006432076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006123208,"about_ca_topic_score_gemma":0.0004922394,"domain_scores_codex":[0.999542,0.0001614754,0.00002684986,0.00006590998,0.0001803344,0.00002359093],"domain_scores_gemma":[0.9993731,0.0003659967,0.0000832744,0.000068836,0.00008953281,0.00001922696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002046911,0.0001552008,0.00195854,0.000810551,0.0001253323,0.0005272445,0.0004350981,0.1589728,0.2036149,0.09239847,0.002184022,0.5386133],"study_design_scores_gemma":[0.00001875004,0.0002169794,0.0009795821,0.00003925713,0.00005010368,0.001025359,0.00005522728,0.8893427,0.08692824,0.01449621,0.006777809,0.00006972905],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00252441,0.0001930618,0.9969393,0.00004237233,0.000007862403,0.00001188972,0.000007950956,0.0001114462,0.0001616666],"genre_scores_gemma":[0.04488866,0.0007085285,0.9536169,0.00003755624,0.00003580116,0.00005170513,0.00004596132,0.00006279801,0.0005521466],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001296695,"threshold_uncertainty_score":0.006857693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003200928770456073,"score_gpt":0.156085817377014,"score_spread":0.1528848886065579,"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."}}