{"id":"W4416876714","doi":"10.37665/smbnrry91770","title":"Reliability of Mixed Solder Interconnects – Case Studies","year":2005,"lang":"","type":"article","venue":"SMTA International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Cancer Technologies; Hain Celestial (Canada)","funders":"","keywords":"Soldering; Ball grid array; Eutectic system; Intermetallic; Fillet (mechanics); Homogeneity (statistics); Solder paste; Reflow soldering","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":[0.0004583489,0.000318638,0.0004274408,0.0002634471,0.0000777674,0.00003744731,0.0005294318,0.0002033465,0.0001803304],"category_scores_gemma":[0.001087427,0.0003252918,0.0001902577,0.0001740803,0.0003023937,0.0003116614,0.0003241833,0.0005142831,0.0000544387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830579,"about_ca_system_score_gemma":0.00005769772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004056932,"about_ca_topic_score_gemma":0.0001419636,"domain_scores_codex":[0.998117,0.00004431703,0.0006935992,0.0004066347,0.0003004689,0.0004380383],"domain_scores_gemma":[0.9986075,0.0002923843,0.0001522449,0.0005434974,0.0003492029,0.00005516505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003294214,0.002276504,0.01217547,0.003036608,0.01174301,0.002781424,0.0230071,0.2269184,0.04306913,0.1285724,0.06172707,0.4843634],"study_design_scores_gemma":[0.006227746,0.001070932,0.003816199,0.002890969,0.0006196679,0.007659085,0.01037949,0.3818253,0.4700371,0.03372294,0.07828248,0.003468079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849465,0.004296693,0.002782175,0.002122853,0.002774169,0.0001592973,0.00004546238,0.0004592281,0.002413656],"genre_scores_gemma":[0.9930426,0.001209253,0.004471896,0.00002812221,0.0003147323,0.00002454932,0.000006098101,0.00003719026,0.0008655632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808953,"threshold_uncertainty_score":0.9999199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023542240731812,"score_gpt":0.2918439763604231,"score_spread":0.2683017356286111,"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."}}