{"id":"W2150463791","doi":"10.1109/tuffc.2010.1402","title":"Effect of ultrasonic capillary dynamics on the mechanics of thermosonic ball bonding","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capillary action; Ultrasonic sensor; Ball (mathematics); Materials science; Mechanical engineering; Microelectronics; Composite material; Analytical Chemistry (journal); Physics; Engineering; Acoustics; Chemistry; Nanotechnology; Mathematical analysis; Mathematics; Chromatography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006792428,0.000352752,0.0004832432,0.0002567241,0.0001921285,0.00003232716,0.0004018623,0.0002874266,0.00001722019],"category_scores_gemma":[0.0001042534,0.0002668268,0.0001939015,0.0004336717,0.0001409848,0.00006788062,9.777483e-7,0.001393479,0.000002197771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243612,"about_ca_system_score_gemma":0.0000662587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003468278,"about_ca_topic_score_gemma":0.0001342727,"domain_scores_codex":[0.9984683,0.0000840066,0.0003941734,0.0002715812,0.0002769034,0.000505085],"domain_scores_gemma":[0.9976017,0.00158663,0.0001166755,0.0005590171,0.00006864592,0.00006732944],"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":[0.0001690833,0.0002181826,0.00009558418,0.0003339441,0.0007974864,0.000007320965,0.0003429924,0.01961948,0.6310676,0.2612087,0.00005320325,0.08608639],"study_design_scores_gemma":[0.001554134,0.002528093,0.00002333493,0.0001232603,0.0003072335,0.00004578089,0.00005145412,0.512193,0.4777298,0.004843388,0.00007262337,0.0005279433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.821992,0.00108826,0.1739104,0.0003523986,0.0006992479,0.0005925559,0.00009578577,0.000449233,0.0008201498],"genre_scores_gemma":[0.9985388,0.001160664,0.0001073575,0.00003011971,0.00001813862,0.00006093457,0.000002278293,0.0000609024,0.00002082188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925735,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004046581332853925,"score_gpt":0.1921354100240944,"score_spread":0.1880888286912404,"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."}}