{"id":"W2024103214","doi":"10.1109/eucap.2014.6902009","title":"Average property estimation validation with realistic breast models","year":2014,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Property (philosophy); Microwave imaging; Transmission (telecommunications); Computer science; Antenna (radio); Microwave; Acoustics; Transmission coefficient; Electronic engineering; Physics; Telecommunications; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003397295,0.0009464722,0.0005557458,0.0009213902,0.0002376332,0.0008500185,0.001331848,0.001265266,0.001783913],"category_scores_gemma":[0.0135068,0.0004324791,0.0007337049,0.0005420604,0.0005802817,0.001048839,0.001023145,0.0006991453,0.0005105393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644742,"about_ca_system_score_gemma":0.0005794847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231758,"about_ca_topic_score_gemma":0.002211203,"domain_scores_codex":[0.9988926,0.0004288113,0.00007646134,0.0002158771,0.0003113703,0.00007490911],"domain_scores_gemma":[0.9919541,0.005309611,0.0005323176,0.001037786,0.001047778,0.0001183228],"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":[0.0003764332,0.0001483603,0.003678788,0.0001813845,0.00008305977,0.0001343948,0.00009111055,0.9368824,0.01427799,0.001586239,0.0009880328,0.04157187],"study_design_scores_gemma":[0.00001450186,0.0001147235,0.0007897419,0.00001182513,0.00001189881,0.00007701295,0.00001317974,0.9925489,0.005469401,0.0005587364,0.0003782476,0.00001174465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3990346,0.0005831521,0.595096,0.0001740286,0.00005162749,0.0001071475,0.00116544,0.001930198,0.001857872],"genre_scores_gemma":[0.9115381,0.0002339962,0.08586133,0.00006257164,0.00001360666,0.00007331149,0.001421513,0.0001459522,0.0006497046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003397295,"threshold_uncertainty_score":0.01796687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007343432170950999,"score_gpt":0.1771967331174829,"score_spread":0.1698533009465319,"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."}}