{"id":"W4416877841","doi":"10.37665/smztbas18209","title":"Lead-Free SMT Connector Process Exposure, Reliability, Quality, and Yield Assessment for High Thermal Mass Assemblies","year":2012,"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":"IBM (Canada)","funders":"","keywords":"Ball grid array; Rework; Cable gland; Soldering; Reliability (semiconductor); Temperature cycling; Heat sink; Joint (building); Accelerated life testing","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":[0.0006762465,0.000468718,0.0002812296,0.0005647366,0.0002519301,0.0003051118,0.0002725225,0.0003143717,0.001562729],"category_scores_gemma":[0.0009998883,0.0001913559,0.000391226,0.0004288175,0.0002079338,0.0003137211,0.0002957126,0.0002405057,0.0002961174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243972,"about_ca_system_score_gemma":0.0001193532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005577474,"about_ca_topic_score_gemma":0.0009465227,"domain_scores_codex":[0.9994886,0.00008445595,0.00002685693,0.0000676929,0.0002884574,0.00004402211],"domain_scores_gemma":[0.9989811,0.0001753373,0.0002435121,0.0001400092,0.0004171425,0.00004289038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002396953,0.00006691958,0.007377892,0.00009562377,0.00001396485,0.0001975676,0.0001281017,0.00330489,0.9772727,0.00005165811,0.0001351235,0.01111585],"study_design_scores_gemma":[0.00001207593,0.005002846,0.0764574,0.00001251812,0.00005131718,0.0004783754,0.0001655478,0.01349228,0.9029754,0.00006753825,0.001257217,0.00002747471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899047,0.000296138,0.008950068,0.0000118406,0.00001200016,0.00002992697,0.0000902063,0.0001599431,0.0005451099],"genre_scores_gemma":[0.9958323,0.000121209,0.003162526,0.000006527068,0.000004735144,0.00001870496,0.00009371513,0.0000354233,0.0007248236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001562729,"threshold_uncertainty_score":0.005227923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401237979671196,"score_gpt":0.3308317147699604,"score_spread":0.2868193349732484,"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."}}