{"id":"W1613533325","doi":"10.1109/ultsym.1990.171488","title":"Ultrasonic tomography using scanned contact transducers","year":2002,"lang":"en","type":"article","venue":"IEEE Symposium on Ultrasonics","topic":"Electrical and Bioimpedance Tomography","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Transducer; Oscilloscope; Microcomputer; Ultrasonic sensor; Computer science; Acoustics; Waveform; Stylus; Computer graphics (images); Computer vision; Detector; Physics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001058957,0.0004742649,0.0004056708,0.0003501873,0.0001661638,0.00008856117,0.0003577743,0.0002560747,0.0006528413],"category_scores_gemma":[0.00001258705,0.0004477766,0.000435356,0.001347209,0.00007431844,0.000194207,0.000003591855,0.0005373299,0.0001374924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416724,"about_ca_system_score_gemma":0.00001539949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001514551,"about_ca_topic_score_gemma":0.00001323992,"domain_scores_codex":[0.9977725,0.00004785453,0.0004032383,0.0004529319,0.0004095291,0.0009140077],"domain_scores_gemma":[0.9989588,0.0002274237,0.00005701617,0.0004173261,0.00005050898,0.0002889136],"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":[0.00007040954,0.0004767691,0.001510589,0.0001930458,0.0005078888,0.00008014152,0.0006859183,0.05075537,0.91624,0.0004286586,0.02007571,0.008975433],"study_design_scores_gemma":[0.00414272,0.002214489,0.001831615,0.0006466433,0.0004705895,0.0003648963,0.0001552133,0.3385248,0.5870953,0.000250738,0.06002392,0.004279115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975019,0.002064971,0.001117588,0.0002567557,0.001569663,0.0005297121,0.0003516258,0.001523191,0.01756751],"genre_scores_gemma":[0.997431,0.001309264,0.0004976196,0.0002789418,0.0002304794,0.00002799861,0.00001854022,0.00009962113,0.0001065032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291448,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153809365432367,"score_gpt":0.2058239334107924,"score_spread":0.1904429968675557,"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."}}