{"id":"W2055322141","doi":"10.1007/s12217-011-9289-y","title":"Chaotic Shape and Translational Dynamics of 2D Incompressible Bubbles under Forced Vibration in Microgravity","year":2011,"lang":"en","type":"article","venue":"Microgravity Science and Technology","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Bubble; Inviscid flow; Vibration; Compressibility; Oscillation (cell signaling); Mechanics; Chaotic; Physics; Dynamics (music); Amplitude; Classical mechanics; Forced oscillation; Translational motion; Motion (physics); Nonlinear system; Acoustics; Optics; Chemistry","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":[0.00008989099,0.0001664703,0.0002293112,0.0002635663,0.0003842534,0.0005055789,0.0002191234,0.000343362,0.001229363],"category_scores_gemma":[0.0004729762,0.0001762709,0.0002060514,0.000133446,0.0007450525,0.0005296794,0.0004243266,0.0002551224,0.00007653827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960234,"about_ca_system_score_gemma":0.0001924714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713951,"about_ca_topic_score_gemma":0.0007275795,"domain_scores_codex":[0.999956,0.000006211315,0.000001882049,0.00001228447,0.00001013189,0.00001347363],"domain_scores_gemma":[0.9998327,0.00004009643,0.00004153938,0.00001985659,0.00001860206,0.00004708196],"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":[0.0017452,0.0001903798,0.02223609,0.0001160418,0.0001182166,0.001926634,0.001942858,0.2490114,0.6977955,0.009686206,0.0009580469,0.01427338],"study_design_scores_gemma":[0.0000712831,0.0002877359,0.05291447,0.000008867125,0.00002665253,0.0002209167,0.0004724781,0.9161264,0.02616714,0.003124874,0.0004936828,0.00008546673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980564,0.00003171082,0.00127635,0.00003694975,0.000005716373,0.00000275502,0.00001837163,0.0000195684,0.0005521589],"genre_scores_gemma":[0.9995425,0.00001048234,0.0002476587,0.000004723302,0.000003288622,0.000002106491,0.00001544148,0.000004865518,0.0001689556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001713951,"threshold_uncertainty_score":0.004112661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417622317653561,"score_gpt":0.232054294073222,"score_spread":0.2178780708966864,"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."}}