{"id":"W2903094660","doi":"10.1109/estc.2018.8546369","title":"Investigation of a Low-Cost Sequential Plating Based Process for Pb-free Bumping","year":2018,"lang":"en","type":"preprint","venue":"2018 7th Electronic System-Integration Technology Conference (ESTC)","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Bumping; Plating (geology); Materials science; Wafer; Electroplating; Metallurgy; Alloy; Intermetallic; Fabrication; Composite material; Mechanical engineering; Optoelectronics; Engineering","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":[0.0002521163,0.0004619499,0.0004242092,0.0003386253,0.0002415421,0.0005651572,0.0008243796,0.0004189229,0.001122719],"category_scores_gemma":[0.0006352485,0.0002480347,0.0002417128,0.0002716221,0.0002119011,0.0006620201,0.0002482164,0.0004366467,0.0004707822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796361,"about_ca_system_score_gemma":0.0003888688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003265295,"about_ca_topic_score_gemma":0.0005874929,"domain_scores_codex":[0.9996525,0.00001966424,0.00001426797,0.0000777578,0.0002012705,0.00003446952],"domain_scores_gemma":[0.9997221,0.00005618514,0.0000580507,0.00005072252,0.0000940281,0.00001895282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006250001,0.00004343123,0.0003074334,0.0002479012,0.000009639218,0.00009574331,0.00004599465,0.0005263583,0.9839931,0.0004135658,0.00009648522,0.01415779],"study_design_scores_gemma":[0.00001412463,0.0007206786,0.001601253,0.000007657991,0.00002901083,0.0004687723,0.00003503148,0.00752968,0.9855434,0.0001064249,0.003933918,0.00001006483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420948,0.002498323,0.1494812,0.0001320319,0.0002002682,0.0003730813,0.0001968225,0.0007486949,0.004274782],"genre_scores_gemma":[0.8769293,0.000691706,0.1193527,0.00002700123,0.00002827423,0.00008953173,0.0001860614,0.00007442771,0.00262105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001122719,"threshold_uncertainty_score":0.003755867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682672651997559,"score_gpt":0.2676532284616547,"score_spread":0.2308265019416791,"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."}}