{"id":"W3166670331","doi":"10.1145/3458336.3465291","title":"The last CPU","year":2021,"lang":"en","type":"article","venue":"","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Initialization; Computer science; Embedded system; Focus (optics); Scaling; Process (computing); Central processing unit; Operating system; Computer hardware","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":[0.0008772714,0.001196666,0.001057913,0.001392735,0.002126679,0.007382572,0.002208308,0.00144222,0.08230007],"category_scores_gemma":[0.003917513,0.0008379578,0.0006184764,0.001385884,0.001013003,0.004676577,0.003398201,0.003620244,0.05853211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186827,"about_ca_system_score_gemma":0.002420994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803033,"about_ca_topic_score_gemma":0.003366688,"domain_scores_codex":[0.9976366,0.0001853445,0.0001302733,0.0006775408,0.000828996,0.0005412803],"domain_scores_gemma":[0.9971533,0.0001527412,0.00007025744,0.0006637447,0.001439688,0.0005203739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009177096,0.0001187233,0.002241643,0.0004469231,0.00007085108,0.0002442267,0.0006386067,0.001412621,0.01255982,0.0834567,0.5965071,0.3013851],"study_design_scores_gemma":[0.00006316206,0.0001244746,0.0005631662,0.0001582545,0.00005356222,0.0002899528,0.0001315707,0.003532589,0.008323874,0.00798439,0.9787063,0.00006871219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03706821,0.03084861,0.1280625,0.01544924,0.0236704,0.0003620824,0.005749918,0.05081003,0.707979],"genre_scores_gemma":[0.3600696,0.01176038,0.1181536,0.01648055,0.005762701,0.0006602022,0.01539558,0.008607293,0.4631101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08230007,"threshold_uncertainty_score":0.2753211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099387250010427,"score_gpt":0.252439001108949,"score_spread":0.2314451286088447,"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."}}