{"id":"W2494301514","doi":"10.1109/tmtt.2016.2586486","title":"System for Bulk Dielectric Permittivity Estimation of Breast Tissues at Microwave Frequencies","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Health Solutions; Alberta Innovates - Technology Futures","keywords":"Permittivity; Microwave; Materials science; Dielectric; Wideband; Acoustics; Time domain; Microwave imaging; Electronic engineering; Relative permittivity; Optics; Optoelectronics; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004750601,0.0002411004,0.0003247943,0.0002793359,0.0001647049,0.00002382912,0.0001121111,0.0001183455,0.00001920362],"category_scores_gemma":[0.000006610306,0.0001901981,0.0001591998,0.000155966,0.0001659299,0.0001268947,0.0000021099,0.00009850447,0.000007396128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575014,"about_ca_system_score_gemma":0.00001043957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488955,"about_ca_topic_score_gemma":0.00001290515,"domain_scores_codex":[0.9990161,0.00009181967,0.0003060887,0.0002577918,0.00008396032,0.0002442558],"domain_scores_gemma":[0.9992071,0.0003281941,0.00006910331,0.000272528,0.00006505667,0.00005803854],"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":[0.00007693044,0.00002463137,0.000003224964,0.0002419202,0.00009659822,0.000001160944,0.0001486401,0.0001177274,0.8537234,0.0004664385,0.00006512599,0.1450342],"study_design_scores_gemma":[0.0001906402,0.00008043661,0.00000802137,0.000317952,0.000130585,0.0001309495,0.00003429599,0.0004676523,0.9967138,0.001591841,0.000098185,0.0002356793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2518315,0.000221154,0.7465687,0.00004295027,0.00006818994,0.0001970985,0.0001668404,0.0005044339,0.0003991968],"genre_scores_gemma":[0.9939306,0.0001837167,0.005261231,0.0000117048,0.0000246667,0.00008109423,0.000004255996,0.00004426591,0.000458452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7420992,"threshold_uncertainty_score":0.7756054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007055016834617445,"score_gpt":0.217595388029676,"score_spread":0.2105403711950586,"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."}}