{"id":"W4399393206","doi":"10.1016/j.ultras.2024.107374","title":"Interaction of ultrasonically driven bubble with a soft tissue-like boundary","year":2024,"lang":"en","type":"article","venue":"Ultrasonics","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Mechanics; Oscillation (cell signaling); Amplitude; Displacement (psychology); Boundary value problem; Materials science; Boundary (topology); Deflection (physics); Physics; Acoustics; Classical mechanics; Optics; Mathematics; Chemistry; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002814807,0.000195531,0.0002437067,0.0000900864,0.0001104734,0.000276313,0.000253038,0.00008218316,0.001176666],"category_scores_gemma":[0.0000859617,0.0001547975,0.00006900511,0.000327169,0.0001962575,0.0005072802,0.00002341113,0.0002050095,0.0004480147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009369409,"about_ca_system_score_gemma":0.000286766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003525777,"about_ca_topic_score_gemma":0.00004971792,"domain_scores_codex":[0.9984507,0.00005888628,0.0003580943,0.0004090395,0.000404866,0.0003184156],"domain_scores_gemma":[0.9988812,0.0004817375,0.0001079221,0.0002948576,0.0001254134,0.0001088446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007839705,0.0001293425,0.0002847968,0.0001740717,0.00004317751,0.00001474524,0.002665434,0.0006715328,0.985625,0.004692095,0.00172242,0.00389894],"study_design_scores_gemma":[0.001166695,0.001686659,0.001338872,0.001003677,0.0002601119,0.0004388679,0.003988554,0.001191572,0.3667873,0.004150143,0.6168832,0.001104267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797949,0.0009586252,0.01223184,0.0002993199,0.001134549,0.000251296,0.0001034631,0.0003438432,0.004882223],"genre_scores_gemma":[0.9918233,0.00008469707,0.0064686,0.0001404477,0.0001112525,0.00002510003,0.00004233946,0.000039877,0.001264354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6188377,"threshold_uncertainty_score":0.9997364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009100312548875278,"score_gpt":0.2546497939531761,"score_spread":0.2455494814043008,"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."}}