{"id":"W4390741831","doi":"10.1017/jfm.2023.1048","title":"Single cavitation bubble dynamics in a stagnation flow","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Deutsche Forschungsgemeinschaft","keywords":"Bubble; Mechanics; Jet (fluid); Cavitation; Stagnation point; Materials science; Flow (mathematics); Perpendicular; Physics; Heat transfer; Geometry","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":[0.0001737723,0.0002618104,0.0004015854,0.0003198216,0.0003057748,0.0004862093,0.0004299913,0.0004361801,0.000945266],"category_scores_gemma":[0.0004357286,0.0002217561,0.0002408483,0.0001568806,0.0006209298,0.0003910812,0.0004387081,0.0003597449,0.0001250663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005728384,"about_ca_system_score_gemma":0.0004005662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002588417,"about_ca_topic_score_gemma":0.0009416923,"domain_scores_codex":[0.9999132,0.000006679759,0.000002842959,0.00001892747,0.00002824955,0.00003010615],"domain_scores_gemma":[0.999803,0.00006324015,0.00004596775,0.000009296724,0.00003045285,0.00004796758],"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":[0.0003281793,0.000162015,0.003649259,0.0001241308,0.00004381671,0.001027133,0.0004016808,0.08548639,0.8958921,0.005797728,0.0004237077,0.006663872],"study_design_scores_gemma":[0.00006440566,0.000406825,0.006456845,0.00001206893,0.00001764163,0.0001981414,0.00007167977,0.8682109,0.1222831,0.001469783,0.0007616744,0.00004703187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917577,0.0001586227,0.007065224,0.00004615576,0.000009405477,0.00001318963,0.00004897421,0.000103698,0.0007970101],"genre_scores_gemma":[0.9965526,0.00006146594,0.002586679,0.00001369753,0.000003977335,0.00001639433,0.00007170358,0.00002154826,0.0006720612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002588417,"threshold_uncertainty_score":0.005146623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134949507612807,"score_gpt":0.23980491045643,"score_spread":0.228455415380302,"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."}}