{"id":"W2801907277","doi":"10.1121/1.5036108","title":"On amplification of radial oscillations of microbubbles due to bubble-bubble interaction in polydisperse microbubble clusters under ultrasound excitation","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bubble; Microbubbles; Cluster (spacecraft); Excitation; Resonance (particle physics); Materials science; Acoustics; Range (aeronautics); Ultrasound; Molecular physics; Cavitation; Physics; Nuclear magnetic resonance; Mechanics; Atomic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688993,0.0002656236,0.0002109168,0.000181029,0.0002033597,0.0001674751,0.0002701585,0.0002140573,0.0007265256],"category_scores_gemma":[0.0004761036,0.0002087292,0.0001824612,0.0001512339,0.0004381529,0.0002878173,0.0002441225,0.0002446724,0.0001821742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920848,"about_ca_system_score_gemma":0.0001546309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075991,"about_ca_topic_score_gemma":0.0005664326,"domain_scores_codex":[0.9999088,0.00001289267,0.000002723241,0.00002134499,0.00003484046,0.00001934725],"domain_scores_gemma":[0.9997597,0.0001515382,0.00003502211,0.00001011575,0.00002965662,0.00001387455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002045919,0.00003577381,0.0006160624,0.00009435323,0.00001006791,0.000266057,0.0002247611,0.03292999,0.9587348,0.001382057,0.00008035608,0.005421156],"study_design_scores_gemma":[0.00003367295,0.0002549284,0.002855142,0.000008791253,0.00002279099,0.0001220853,0.00003652028,0.3070169,0.6884406,0.0006407541,0.00054326,0.00002470006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727087,0.0002855728,0.02492032,0.00006807302,0.00001234159,0.00002805678,0.00001876991,0.0001043459,0.001853838],"genre_scores_gemma":[0.9943394,0.0001986621,0.004240289,0.00001649647,0.000005085137,0.00002030727,0.00001850773,0.00001301791,0.001148264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001075991,"threshold_uncertainty_score":0.002430439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174977444854517,"score_gpt":0.2452816199227989,"score_spread":0.2335318454742537,"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."}}