{"id":"W2116615776","doi":"10.2320/matertrans.46.2359","title":"Flip Chip Bump Formation of Sn&amp;ndash;1.8Bi&amp;ndash;0.8Cu&amp;ndash;0.6In Solder by Stencil Printing","year":2005,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Korea Science and Engineering Foundation","keywords":"Materials science; Soldering; Intermetallic; Metallurgy; Shear strength (soil); Reflow soldering; Flip chip; Composite material; Stencil; Alloy; Layer (electronics); Thermodynamics","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":[0.0005616503,0.0004858202,0.0006260634,0.0003101642,0.0003304132,0.0001540204,0.0004289823,0.0003789219,0.0005638561],"category_scores_gemma":[0.00005560775,0.0005106458,0.0001824512,0.0003687761,0.0001277637,0.0006278664,0.00002778473,0.0004483995,0.000288686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980644,"about_ca_system_score_gemma":0.00005810363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034786,"about_ca_topic_score_gemma":0.0004186444,"domain_scores_codex":[0.9972864,0.00008074067,0.0009730199,0.0003987216,0.0003853631,0.0008757822],"domain_scores_gemma":[0.9987657,0.00008039911,0.0001929612,0.0007514017,0.00009927392,0.0001102754],"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":[0.00001974482,0.0001136665,0.0000207356,0.0003816094,0.0001344153,5.868635e-7,0.001612224,0.01306358,0.9746441,0.0001325866,0.002370541,0.007506158],"study_design_scores_gemma":[0.0008939499,0.00005233586,0.0002384134,0.0002557063,0.0001459769,0.00005831886,0.0001842699,0.001556981,0.8530626,0.0003555187,0.1423486,0.0008472635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6920761,0.0004143926,0.3033193,0.0003985443,0.000555697,0.0003402903,0.0001839113,0.002031417,0.0006802398],"genre_scores_gemma":[0.9834608,0.0004563532,0.01419464,0.00003638041,0.0001467478,0.0001338084,0.0001584732,0.0001124259,0.00130042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913846,"threshold_uncertainty_score":0.9997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079576160945773,"score_gpt":0.2267934707144982,"score_spread":0.2059977091050405,"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."}}