{"id":"W2523301604","doi":"10.31399/asm.cp.istfa2014p0210","title":"Feature Based Nondestructive Fault Isolation in Advanced IC Packages","year":2014,"lang":"en","type":"article","venue":"Proceedings - International Symposium for Testing and Failure Analysis","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Reflectometry; Fault (geology); Feature (linguistics); Computer science; Isolation (microbiology); Fault detection and isolation; Electronic engineering; Time domain; Feature extraction; Device under test; Engineering; Artificial intelligence; Scattering parameters; Computer vision","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":[0.0002288828,0.0003407107,0.0003094117,0.0002931763,0.00009358655,0.0003126388,0.0006441127,0.0003439791,0.0004719891],"category_scores_gemma":[0.0007205674,0.0001674434,0.0001300752,0.0001550071,0.0003564279,0.0004727348,0.0003875583,0.000286619,0.0001825731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954336,"about_ca_system_score_gemma":0.0001256657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363351,"about_ca_topic_score_gemma":0.0003337296,"domain_scores_codex":[0.9997733,0.00002829364,0.000007017875,0.00004263323,0.0001251353,0.00002353941],"domain_scores_gemma":[0.9995372,0.000142303,0.0001229632,0.00009595234,0.00008614264,0.00001543696],"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":[0.000279677,0.00004588028,0.002908531,0.00008741506,0.00002655567,0.0001970634,0.00009098549,0.03525787,0.9174845,0.001061387,0.000274706,0.04228539],"study_design_scores_gemma":[0.00002121738,0.0004595794,0.005523872,0.000008225306,0.00002501402,0.0003017343,0.00002693471,0.3386673,0.6532698,0.0007251474,0.0009503789,0.00002080125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828581,0.0004441476,0.1678558,0.00008612625,0.00002585158,0.00001810131,0.00009802317,0.001327516,0.001563434],"genre_scores_gemma":[0.978518,0.00004944253,0.02109575,0.00001278181,0.000006850273,0.000005830192,0.00003127683,0.0000242695,0.0002557547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006441127,"threshold_uncertainty_score":0.001578927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00625808691992033,"score_gpt":0.2104052998299475,"score_spread":0.2041472129100272,"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."}}