{"id":"W2121718990","doi":"10.1109/dftvs.1991.199963","title":"Almost sure diagnosis of almost every good element","year":2002,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Heuristic; Suspect; Element (criminal law); Computer science; Chip; Dice; Test (biology); Wafer; Interconnection; Reliability engineering; Wafer testing; Engineering; Artificial intelligence; Mathematics; Electrical engineering; Telecommunications","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":[0.001508175,0.0008542218,0.0009226117,0.001328775,0.000889907,0.001889966,0.001416236,0.001458744,0.005910231],"category_scores_gemma":[0.007280449,0.0005587137,0.001349463,0.000941025,0.001988267,0.004810611,0.001998723,0.001794145,0.001003176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144349,"about_ca_system_score_gemma":0.0009951128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586137,"about_ca_topic_score_gemma":0.002463383,"domain_scores_codex":[0.9969631,0.0006103394,0.0001885074,0.0007923528,0.001169917,0.0002757884],"domain_scores_gemma":[0.9925457,0.004152403,0.0003979173,0.001314356,0.001381407,0.0002082657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007711099,0.0001451373,0.004561611,0.0007122238,0.0002815209,0.00105669,0.0006431568,0.1476749,0.04107438,0.4414213,0.02158032,0.3400776],"study_design_scores_gemma":[0.0000603475,0.0003105998,0.001649724,0.0001453359,0.0002005311,0.001709734,0.0002701494,0.412713,0.04125146,0.500226,0.04134097,0.0001221581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02395221,0.001126576,0.9562292,0.001668134,0.0002981636,0.00008431379,0.0002641039,0.0009563781,0.01542094],"genre_scores_gemma":[0.4911784,0.001308152,0.4831524,0.001556506,0.0004350314,0.0001207766,0.001224922,0.0004423662,0.02058147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005910231,"threshold_uncertainty_score":0.01977164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008139063072771,"score_gpt":0.2189948342775923,"score_spread":0.1889134436468646,"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."}}