{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001821985,0.0001811554,0.0003925931,0.0004051839,0.00003317528,0.00002345469,0.0001209381,0.00004245883,0.00005328658],"category_scores_gemma":[0.000005350416,0.0001210539,0.0001027164,0.001203219,0.00003634106,0.00003984581,0.000008212527,0.0001011489,0.000016041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007080017,"about_ca_system_score_gemma":0.00001727273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002237737,"about_ca_topic_score_gemma":0.00005273241,"domain_scores_codex":[0.9989633,0.00005253234,0.0002414767,0.0002027542,0.0002964521,0.0002435045],"domain_scores_gemma":[0.9994137,0.00001030915,0.00004385654,0.0002675115,0.0001225979,0.0001420412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003879145,0.0000497135,0.003847315,0.00006656122,0.001959831,0.00001377502,0.001097439,0.5072612,0.4601946,7.136904e-7,0.0008688113,0.02460126],"study_design_scores_gemma":[0.0009175952,0.000108747,0.012515,0.00008325856,0.002217718,0.00005765345,0.0001441034,0.8049983,0.1731991,0.000006697068,0.005132368,0.0006193854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605427,0.0002154429,0.03160012,0.0001374226,0.00003448188,0.000127811,0.00002330207,0.0002086554,0.007110075],"genre_scores_gemma":[0.9976642,0.00001266241,0.001632384,0.00001595534,0.00001648887,0.000002145843,0.00003846629,0.00002946351,0.0005882785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977372,"threshold_uncertainty_score":0.4936436,"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."}}