{"id":"W4416878144","doi":"10.37665/smmpfqc43223","title":"The Effect of Bismuth, Antimony, or Indium on the Thermal Fatigue of High Reliability Pb-Free Solder Alloys","year":2018,"lang":"","type":"article","venue":"SMTA International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Soldering; Temperature cycling; Eutectic system; Ball grid array; Reliability (semiconductor); Microstructure; Alloy; Indium; Weibull distribution","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":[],"consensus_categories":[],"category_scores_codex":[0.001312878,0.0003372927,0.0003637978,0.0001285417,0.0002278531,0.00006375054,0.002243682,0.0002393245,0.0002359132],"category_scores_gemma":[0.002036284,0.0001799098,0.0001963607,0.0002596243,0.001076088,0.00009984671,0.000460262,0.0006548703,0.00002128524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543337,"about_ca_system_score_gemma":0.00008461142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001953607,"about_ca_topic_score_gemma":0.00006445745,"domain_scores_codex":[0.9977538,0.0001770965,0.000611063,0.0003430655,0.000643233,0.0004717322],"domain_scores_gemma":[0.9963145,0.001810479,0.000277062,0.001358395,0.0002058301,0.00003373948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009291456,0.00157621,0.1128835,0.00190002,0.0132765,0.00005918427,0.01034595,0.0654844,0.1889349,0.305693,0.07688793,0.213667],"study_design_scores_gemma":[0.00196232,0.003186191,0.02751683,0.00064223,0.0001133525,0.00001075311,0.0001307577,0.02512254,0.9303151,0.007218,0.003309949,0.0004719145],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869998,0.000208658,0.001556456,0.004947301,0.00221249,0.000404487,0.00006684227,0.0001823217,0.003421681],"genre_scores_gemma":[0.9986495,0.0001844659,0.0002939274,0.00002675312,0.0002816929,0.00004098265,0.000005560981,0.000041056,0.0004760041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7413803,"threshold_uncertainty_score":0.7336507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330948840487666,"score_gpt":0.2545368319459015,"score_spread":0.2412273435410248,"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."}}