{"id":"W2074072700","doi":"10.3390/s150101199","title":"Average Dielectric Property Analysis of Complex Breast Tissue with Microwave Transmission Measurements","year":2015,"lang":"en","type":"article","venue":"Sensors","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Health Solutions; Alberta Innovates - Technology Futures; Keysight Technologies","keywords":"Multipath propagation; Microwave; Computer science; Transmission (telecommunications); Electronic engineering; Antenna (radio); Microwave imaging; Algorithm; Acoustics; Telecommunications; Physics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374103,0.0004524769,0.0003042575,0.0008182439,0.0001522408,0.000533946,0.0005243754,0.0003065381,0.00103893],"category_scores_gemma":[0.002074849,0.0002849194,0.0004256275,0.0009127193,0.0003727617,0.0008696706,0.0004288488,0.0003755127,0.0003303725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811058,"about_ca_system_score_gemma":0.0003101637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006387715,"about_ca_topic_score_gemma":0.0006944269,"domain_scores_codex":[0.9997009,0.00005504595,0.00001493782,0.00006556509,0.0001412028,0.00002241236],"domain_scores_gemma":[0.9993285,0.0002983369,0.0001183788,0.0001185755,0.0001158386,0.00002038401],"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":[0.0004074758,0.0001131078,0.004373884,0.0002394264,0.00009450413,0.0003727132,0.0004784144,0.1289853,0.6630473,0.005522957,0.0004345526,0.1959304],"study_design_scores_gemma":[0.00001367059,0.0001821396,0.00655479,0.00001669558,0.00005632056,0.001051052,0.0001197354,0.8077742,0.179079,0.002676752,0.00242583,0.00004992913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1657165,0.0001730056,0.8325827,0.00002147979,0.0000133241,0.00002097471,0.00006508705,0.0004200099,0.0009869498],"genre_scores_gemma":[0.5850605,0.0003977464,0.4129703,0.0000277907,0.00002046456,0.00006000438,0.0001545885,0.0001189487,0.001189608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00103893,"threshold_uncertainty_score":0.003475606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344278836818695,"score_gpt":0.2297125145640129,"score_spread":0.196269726195826,"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."}}