{"id":"W7128471603","doi":"10.37665/smduifk33287","title":"Investigation into Void Evaluation, Reliability Impact, and Establishment Criteria for Various Bottom Termination Component Packages","year":2025,"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":"Lockheed Martin (Canada)","funders":"","keywords":"Soldering; Component (thermodynamics); Electronics; Joint (building); Reliability (semiconductor); Solder paste; Electronic packaging; Electronic component","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":[0.001769092,0.0003846841,0.0003349398,0.0005360184,0.0002686362,0.0004346116,0.0004289661,0.0002920276,0.00006673116],"category_scores_gemma":[0.001585398,0.0004148609,0.0001278545,0.0002847635,0.0002218878,0.0005206248,0.0002005402,0.0004175502,0.00000432411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002038687,"about_ca_system_score_gemma":0.0003637225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651302,"about_ca_topic_score_gemma":0.0001093842,"domain_scores_codex":[0.9976168,0.0001232919,0.0006962566,0.0006394371,0.0005053217,0.0004188902],"domain_scores_gemma":[0.9981994,0.0003509507,0.0001764592,0.0004689395,0.0007196075,0.00008466382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005362235,0.0007662338,0.1022595,0.003274545,0.003291383,0.000009407069,0.01289404,0.03316335,0.1365965,0.03983669,0.06852882,0.5988433],"study_design_scores_gemma":[0.001970484,0.0002185838,0.08371978,0.0005517238,0.0002258354,0.000009316492,0.0004366965,0.7320369,0.0182205,0.1587526,0.003337912,0.0005196701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94133,0.002050955,0.04257912,0.00912043,0.002642678,0.001251797,0.0001125348,0.0004319738,0.0004805785],"genre_scores_gemma":[0.9891011,0.0003697533,0.009255128,0.00008547767,0.000151487,0.0003958514,0.0003668101,0.00003157343,0.0002428117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988735,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832732670566036,"score_gpt":0.3230622133993035,"score_spread":0.3047348866936432,"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."}}