{"id":"W1480807351","doi":"10.1002/047134608x.w8214","title":"Microwave Biomedical Imaging","year":2014,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Electrical and Electronics Engineering","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave imaging; Microwave; Thermoacoustics; Medical physics; Computer science; Medicine; Physics; Telecommunications; Acoustics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001307931,0.0003608216,0.0004995849,0.0005562077,0.00002165057,0.00002357741,0.0001924477,0.0001632412,0.00009274131],"category_scores_gemma":[0.00003875683,0.0003720541,0.000114363,0.0004426274,0.00005153197,0.00003150685,0.0000335967,0.0004306943,0.00001748628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005560913,"about_ca_system_score_gemma":0.00002515247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002012035,"about_ca_topic_score_gemma":0.000005155554,"domain_scores_codex":[0.9985401,0.00001469522,0.0003358075,0.0003017486,0.000170013,0.0006376221],"domain_scores_gemma":[0.9994451,0.00005534316,0.00005569642,0.0002482168,0.00001388324,0.0001817594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001117868,0.0001083226,0.0008151612,0.00127605,0.0008960522,0.00003995408,0.0001515988,0.002455996,0.09590715,0.002983248,0.6002729,0.2950824],"study_design_scores_gemma":[0.000294949,0.000049207,0.00004551045,0.000230747,0.0001281205,0.00006656563,0.000001833901,0.1586975,0.001134948,0.00009408499,0.8386112,0.0006452972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003353569,0.1679021,0.4662879,0.0001628976,0.0008662259,0.0003632513,0.00002833108,0.003210316,0.3578254],"genre_scores_gemma":[0.8249695,0.09733073,0.02149858,0.0001857787,0.002635254,0.00008010389,0.0001500168,0.003043245,0.05010674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.821616,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001790453782157902,"score_gpt":0.1696460161661767,"score_spread":0.1678555623840188,"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."}}