{"id":"W4416880969","doi":"10.37665/smzppki40465","title":"Spherical Bend Test Failure Criteria Correlation in Compliant Systems","year":2014,"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":"Toronto Metropolitan University","funders":"","keywords":"Ball grid array; Printed circuit board; Sample (material); Process (computing); Test data; Process capability; Grid; Characterization (materials science); New product development","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":[0.003079996,0.0003571395,0.0003090226,0.002604709,0.0001812468,0.000517433,0.0005596603,0.0006262473,0.003218327],"category_scores_gemma":[0.0154541,0.0001406396,0.000293452,0.001313828,0.0003991379,0.0006745649,0.0006998982,0.0003583717,0.000905104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545744,"about_ca_system_score_gemma":0.0001564001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004640036,"about_ca_topic_score_gemma":0.000746836,"domain_scores_codex":[0.9946525,0.0014883,0.0004557454,0.0006652415,0.002496394,0.0002417223],"domain_scores_gemma":[0.9703891,0.01558947,0.004834705,0.002388994,0.006288156,0.0005096368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002782709,0.0004104873,0.589313,0.0002895087,0.0001691957,0.000729758,0.0005467876,0.1257278,0.1381922,0.003385437,0.001446985,0.1370061],"study_design_scores_gemma":[0.00007451528,0.006452384,0.4983269,0.00006013078,0.00007210809,0.001544269,0.0003790385,0.3344542,0.1533623,0.002365869,0.002801605,0.0001066471],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016838,0.0001480437,0.09018563,0.00003255833,0.00001805019,0.000149144,0.0006227099,0.0007696333,0.006390465],"genre_scores_gemma":[0.9935508,0.00001328103,0.005474583,0.000008112191,0.000004100947,0.00002843808,0.0004531752,0.00001914689,0.0004484354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003218327,"threshold_uncertainty_score":0.01628876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193971187018212,"score_gpt":0.2429588154993647,"score_spread":0.2310191036291825,"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."}}