{"id":"W2088029716","doi":"10.1142/s0218126608004290","title":"EXPLOITING SONOLUMINESCENCE TO REALIZE A MEMS ULTRASONIC SENSOR","year":2008,"lang":"en","type":"article","venue":"Journal of Circuits Systems and Computers","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sonoluminescence; Materials science; Ultrasonic sensor; Microelectromechanical systems; Optoelectronics; Photodetector; Transducer; Acoustics; Optics; Cavitation; Physics","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":[0.000460533,0.0001262233,0.0003269054,0.000113567,0.0001755977,0.0001374267,0.0001955918,0.00003569404,0.00001099461],"category_scores_gemma":[0.00005653478,0.0001041746,0.00006344723,0.0001515265,0.00004808547,0.0002837726,0.00001936047,0.00008725515,0.00002114095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000490726,"about_ca_system_score_gemma":0.00006977196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003227989,"about_ca_topic_score_gemma":9.319109e-7,"domain_scores_codex":[0.9986189,0.00007165282,0.0005478997,0.0001695674,0.0003538565,0.0002381489],"domain_scores_gemma":[0.9988894,0.0001608516,0.0003827769,0.0001192859,0.0002125658,0.0002351039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001837889,0.00006713191,0.002406222,0.0001078944,0.00003200187,0.0001215448,0.009131752,0.001533772,0.9807755,0.000761338,0.002603636,0.002440763],"study_design_scores_gemma":[0.0275649,0.01417011,0.2405052,0.01692727,0.0007432222,0.1886693,0.1458084,0.0056093,0.1908825,0.002509099,0.1561031,0.01050763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739337,0.000420426,0.02385779,0.0001169688,0.001264786,0.000109983,0.000004793331,0.00002320694,0.0002683566],"genre_scores_gemma":[0.9983838,0.0000584506,0.0007175872,0.0001929899,0.0004941149,0.000003175055,4.112094e-7,0.00001198188,0.0001374658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7898931,"threshold_uncertainty_score":0.4248116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598664695665432,"score_gpt":0.2316190852091883,"score_spread":0.205632438252534,"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."}}