{"id":"W4416885036","doi":"10.37665/srmqrka94151","title":"Device Sensitivity to Post Solder Attach Processes","year":2011,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Surface-mount technology; Soldering; Electronics; SMT placement equipment; Printed circuit board; Electronic component; Process (computing); Reliability (semiconductor); Electronic packaging","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":[0.001033431,0.0007740899,0.0008422211,0.0002650532,0.0005082939,0.0002647408,0.0004413421,0.0005383036,0.0000791627],"category_scores_gemma":[0.001167824,0.0007319663,0.0001202642,0.0006454429,0.0005771143,0.0003625652,0.0004396888,0.0009233759,0.00007669344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210342,"about_ca_system_score_gemma":0.0005422549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030123,"about_ca_topic_score_gemma":0.0009043158,"domain_scores_codex":[0.9962883,0.000156159,0.0006822351,0.001189384,0.0003466356,0.001337294],"domain_scores_gemma":[0.9977213,0.0004059933,0.0001164094,0.0008726204,0.0004950234,0.0003887097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008743987,0.003035606,0.3254128,0.04481132,0.002463428,0.0005136569,0.1764727,0.01288859,0.04910169,0.01681138,0.001979059,0.3656354],"study_design_scores_gemma":[0.004950452,0.007170781,0.3484517,0.01381765,0.001909761,0.0008595148,0.06604212,0.06689836,0.4162065,0.0353567,0.02078732,0.01754907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766554,0.002836572,0.01116456,0.001256232,0.0007180304,0.0006421118,0.00003792403,0.001674977,0.005014239],"genre_scores_gemma":[0.9929524,0.001704552,0.004775067,0.0001009972,0.0001007229,0.00005827012,0.000005261239,0.00006747525,0.0002352227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3671049,"threshold_uncertainty_score":0.9995131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310342092758268,"score_gpt":0.2468211244550768,"score_spread":0.2137177035274941,"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."}}