{"id":"W1911276055","doi":"10.1109/aps.2015.7304563","title":"Switched sensor array for near-field microwave imaging of tissue","year":2015,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave imaging; Microwave; Antenna (radio); Amplifier; Dynamic range; Radio frequency; Computer science; Front and back ends; RF front end; Antenna array; Electronic engineering; Noise (video); Port (circuit theory); Electrical engineering; Acoustics; Telecommunications; Engineering; Physics; Bandwidth (computing)","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":[0.000181468,0.0001287358,0.0002228806,0.00006981142,0.00002489599,0.00004251699,0.0001125541,0.00003535964,0.00003618769],"category_scores_gemma":[0.00005883103,0.0001236377,0.00008386999,0.0001169441,0.00002297058,0.00005779632,0.00001284034,0.0000722627,0.00003561631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002578862,"about_ca_system_score_gemma":0.00001706616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058459,"about_ca_topic_score_gemma":0.00001326485,"domain_scores_codex":[0.9993101,0.000009351648,0.0002256293,0.0001443602,0.0000870837,0.0002235009],"domain_scores_gemma":[0.9994825,0.00006316237,0.00002823211,0.0002461126,0.00008544102,0.00009458017],"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":[0.00000765199,0.000009538086,0.001111787,0.00007227022,0.00005983189,0.000001908137,0.000512972,0.001763152,0.9665626,0.00001355387,0.02323539,0.006649402],"study_design_scores_gemma":[0.0003167282,0.00001866567,0.00003548446,0.00001858212,0.00004360601,0.00001182647,0.0002661317,0.02479802,0.9606366,0.000147361,0.01352594,0.0001810669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1357172,0.0003709696,0.8484035,0.0008822753,0.00029476,0.0001421062,0.000008643563,0.0003249399,0.01385567],"genre_scores_gemma":[0.9389067,0.000003703466,0.05994047,0.0001508048,0.0000702734,0.000007224889,0.000007244949,0.00003188239,0.0008816538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8031896,"threshold_uncertainty_score":0.5041799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496025957977272,"score_gpt":0.243165629272735,"score_spread":0.2282053696929622,"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."}}