{"id":"W2908324642","doi":"10.1109/ultsym.2018.8579752","title":"A 5 mm × 5 mm Square, Aluminum Lens Based Histotripsy Transducer: Reaching the Endoscopic Form Factor","year":2018,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Transducer; Voltage; Beam (structure); Wavelength; Bubble; Optics; Focal length; Piezoelectricity; Cavitation; Lens (geology); Acoustics; Optoelectronics; Electrical engineering; Composite material; 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":[0.0001319807,0.0002295505,0.0002050091,0.0001087375,0.0001907257,0.00004493883,0.0003180337,0.000174071,0.0003020281],"category_scores_gemma":[0.00003934491,0.0001494736,0.0001038984,0.0001834327,0.0001856587,0.0001087563,0.00002875364,0.0002682586,0.0001046297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282782,"about_ca_system_score_gemma":0.00002635504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575979,"about_ca_topic_score_gemma":0.0001406941,"domain_scores_codex":[0.9989629,0.00001848872,0.0002439829,0.000218768,0.0001527709,0.0004031385],"domain_scores_gemma":[0.9993085,0.00007550976,0.00002686706,0.0005162384,0.00003571558,0.00003716692],"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":[0.00002697679,0.00006447174,0.0009666181,0.000154579,0.0001024711,0.0000158088,0.002050694,0.00001194348,0.7859551,0.001611428,0.1020372,0.1070027],"study_design_scores_gemma":[0.000594285,0.0001756305,0.001023234,0.00007513796,0.00003722536,0.00001311158,0.0004563004,0.005781544,0.7206109,0.0002755611,0.2705655,0.0003916107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987468,0.001310632,0.06798381,0.001798981,0.001156942,0.0004901565,0.00003746037,0.00426023,0.02421502],"genre_scores_gemma":[0.9961373,0.0001021886,0.002852238,0.0002620989,0.0001391693,0.000008343558,0.000006733319,0.00003839494,0.000453528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685282,"threshold_uncertainty_score":0.6095359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404093980409649,"score_gpt":0.2197250101935816,"score_spread":0.1956840703894851,"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."}}