{"id":"W1481808443","doi":"","title":"Towards integrated measurements of dielectric tissue properties at microwave frequencies","year":2015,"lang":"en","type":"article","venue":"European Conference on Antennas and Propagation","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave imaging; Microwave; Permittivity; Relative permittivity; Dielectric; A priori and a posteriori; Materials science; Computer science; Reflection (computer programming); Electronic engineering; Biological tissue; Acoustics; Biomedical engineering; Optoelectronics; Physics; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003507932,0.0001497607,0.0001697051,0.0001185198,0.00004641796,0.00005954039,0.00009786138,0.00002264682,0.00001625948],"category_scores_gemma":[0.00005721577,0.0001164294,0.00002439866,0.0001569698,0.00006952958,0.00007409473,0.00002559744,0.00009641477,0.00004914509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005799773,"about_ca_system_score_gemma":0.00002784991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005208528,"about_ca_topic_score_gemma":0.00001987843,"domain_scores_codex":[0.9991858,0.0001136012,0.0002219568,0.0001643716,0.0001652151,0.0001490831],"domain_scores_gemma":[0.9995164,0.000003957869,0.00005405516,0.0001436837,0.000207728,0.00007418497],"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":[0.00002219517,0.00001307061,0.0003633799,0.00004911708,0.00003430787,0.000004166671,0.001019841,0.00007526964,0.9499662,0.00004191327,0.0003866933,0.04802385],"study_design_scores_gemma":[0.0003620872,0.0002159758,0.001512283,0.0002732644,0.00003804757,0.00001628329,0.0002461135,0.02229844,0.9738639,0.00004893239,0.0008492143,0.00027543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227768,0.001164796,0.01441018,0.0003106418,0.000166496,0.0001958809,0.000008590523,0.0002340879,0.06073248],"genre_scores_gemma":[0.9987821,0.0001054381,0.0003564742,0.00003404935,0.0000237019,0.000002756785,0.00001740015,0.00002252276,0.0006555463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07600527,"threshold_uncertainty_score":0.4747853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08068004108674857,"score_gpt":0.236172476152414,"score_spread":0.1554924350656655,"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."}}