{"id":"W4416878207","doi":"10.37665/smtopvg23324","title":"Developing High Reliability Solders for Harsh Environment","year":2018,"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":"Computer Research Institute of Montréal","funders":"","keywords":"Soldering; Alloy; Reliability (semiconductor); Microstructure; Automotive industry; Work (physics)","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":[0.0004470951,0.0004479222,0.0003991779,0.0007343135,0.0003083436,0.0005170506,0.000376998,0.0003381965,0.0008311567],"category_scores_gemma":[0.000393963,0.0002652477,0.0002386589,0.0004499043,0.0001864976,0.0004579356,0.0003667413,0.0002502383,0.0006824964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372613,"about_ca_system_score_gemma":0.0003077871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003650384,"about_ca_topic_score_gemma":0.001305502,"domain_scores_codex":[0.9997165,0.00004194507,0.00002495811,0.00004797981,0.0001450262,0.00002361391],"domain_scores_gemma":[0.9997025,0.00002582491,0.00007350108,0.0000285452,0.0001464417,0.00002303562],"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":[0.00002146412,0.00002219532,0.0005592662,0.0002776296,0.00001530964,0.00008291038,0.00003820421,0.001800629,0.9797876,0.0006067406,0.0001319916,0.01665608],"study_design_scores_gemma":[0.000007587973,0.000490416,0.003267589,0.00002722128,0.00003586878,0.0003199975,0.00004867545,0.005210001,0.9757832,0.0003769427,0.01442063,0.00001198141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800243,0.01346,0.1723503,0.0001429076,0.0002163996,0.0002437868,0.0002449797,0.0008778105,0.01222074],"genre_scores_gemma":[0.8645746,0.003677682,0.1243988,0.00004168471,0.00003599947,0.00006617104,0.0001788098,0.0001651767,0.006861206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008311567,"threshold_uncertainty_score":0.002780497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078722436333848,"score_gpt":0.2538610031031907,"score_spread":0.2330737787398522,"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."}}