{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001926372,0.0003591137,0.0004553033,0.001178115,0.0003925642,0.0006420956,0.0005338368,0.0004451809,0.0009217304],"category_scores_gemma":[0.005940473,0.0001689127,0.0002344799,0.0005525066,0.0003815084,0.0006434037,0.0006495794,0.0003090703,0.0001669172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955467,"about_ca_system_score_gemma":0.0002631154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063734,"about_ca_topic_score_gemma":0.003081652,"domain_scores_codex":[0.9985185,0.0002768466,0.00007732408,0.0001221708,0.0008933396,0.0001117487],"domain_scores_gemma":[0.9929833,0.002549474,0.0007880253,0.0003686781,0.003106355,0.0002041635],"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":[0.001528503,0.000186131,0.04509857,0.0004682453,0.00004020976,0.0006414808,0.001168159,0.0272458,0.822915,0.0007604805,0.0006703314,0.09927709],"study_design_scores_gemma":[0.00001874043,0.005793952,0.08869926,0.00006166118,0.0001134844,0.000805611,0.0009730691,0.1371672,0.7628343,0.000387203,0.003066879,0.00007864819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882301,0.0003421806,0.009934871,0.00002928094,0.00001124964,0.00003332708,0.00005654646,0.0001544189,0.001208133],"genre_scores_gemma":[0.9957556,0.00004696623,0.003724579,0.000005195885,0.000002841197,0.00000942795,0.00005560155,0.00003531126,0.000364583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002063734,"threshold_uncertainty_score":0.0101878,"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."}}