{"id":"W2770962322","doi":"10.1109/tdei.2017.006690","title":"Modeling of the dielectric properties of biological tissues within the histology region","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Science Foundation Ireland; European Commission","keywords":"Dielectric; Histology; Materials science; Biological tissue; Sample (material); Biomedical engineering; Work (physics); Biological system; Pathology; Biology; Medicine; Physics; Thermodynamics; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459169,0.000117127,0.0001995385,0.0001286338,0.0003864597,0.0000305682,0.0002133376,0.00009662952,9.373032e-7],"category_scores_gemma":[0.00004295927,0.00006801114,0.00009023886,0.0003134039,0.0001101115,0.00005693878,0.000002131132,0.0002718637,4.626463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984722,"about_ca_system_score_gemma":0.00001592783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158249,"about_ca_topic_score_gemma":0.00001568263,"domain_scores_codex":[0.999241,0.00005503959,0.0002864063,0.0001405894,0.0001197941,0.00015718],"domain_scores_gemma":[0.9994506,0.00004701188,0.00009995403,0.0003144652,0.00006419974,0.00002381561],"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":[0.00008883522,0.000136555,0.0007694729,0.0000703308,0.0001954817,8.983483e-7,0.0006680433,0.5784448,0.3394041,0.0006422677,0.00002368308,0.07955544],"study_design_scores_gemma":[0.0001024071,0.00007385766,0.0008174099,0.00002039104,0.00005141261,0.000008001194,0.000005233596,0.8819617,0.1166073,0.000260002,0.00001240473,0.00007987647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7767527,0.00100299,0.2217253,0.0001804262,0.0001128709,0.0001008927,9.171146e-7,0.00003462451,0.0000892837],"genre_scores_gemma":[0.9991822,0.000667894,0.00005290001,0.00001747127,0.00001652447,0.000009846053,2.995478e-7,0.00001094769,0.00004190096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3035168,"threshold_uncertainty_score":0.2972375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04307075672936878,"score_gpt":0.2316390689429919,"score_spread":0.1885683122136231,"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."}}