{"id":"W2095619763","doi":"10.1109/eit.2006.252194","title":"A MEMS Sonoluminescent Ultrasonic Sensor","year":2006,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Ultrasonic sensor; Sonoluminescence; Materials science; Acoustics; Dielectrophoresis; Optoelectronics; Bubble; SIGNAL (programming language); Detector; Optics; Microfluidics; Electrical engineering; Cavitation; Nanotechnology; Engineering; Physics; Computer science","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":[0.00002849551,0.00009734375,0.00008912959,0.00004292641,0.00002557824,0.00001963439,0.00007351013,0.0000827312,0.00006910021],"category_scores_gemma":[0.000005833285,0.00007996155,0.00003492913,0.00009919925,0.00003449187,0.00002492859,0.00001374952,0.0000708584,0.0001627447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003328233,"about_ca_system_score_gemma":0.000003802118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008097178,"about_ca_topic_score_gemma":0.0000201313,"domain_scores_codex":[0.9995337,0.000001936903,0.0001083263,0.00009624121,0.00005544369,0.0002043449],"domain_scores_gemma":[0.9997928,0.00001096758,0.000006996042,0.0001626646,0.00001163361,0.00001490938],"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":[9.661414e-7,0.00001503604,0.0006850208,0.00001543698,0.000007773878,0.0000123104,0.000006753587,0.00007320242,0.836503,0.0009069838,0.1581508,0.003622641],"study_design_scores_gemma":[0.0001462012,0.00001093102,0.001300265,0.00001088301,0.000006954384,0.00004238691,0.00008440288,0.001533729,0.9236385,0.0002414688,0.0727843,0.0002000311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556246,0.001337827,0.01092166,0.0003457958,0.0002781673,0.0001003333,0.000003881614,0.004302795,0.02708498],"genre_scores_gemma":[0.9952857,0.000141258,0.002665844,0.00002378686,0.00007002059,0.000001624994,0.00000441847,0.00001561739,0.001791677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0871354,"threshold_uncertainty_score":0.3260737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006024926415042404,"score_gpt":0.1723568569772148,"score_spread":0.1663319305621724,"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."}}