{"id":"W4220949126","doi":"10.18280/jesa.550108","title":"Methods of Improving Technical and Functional Characteristics of Serial Budget Microprocessor Platforms","year":2022,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Cybersecurity and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microprocessor; Microcontroller; Computer science; Reliability (semiconductor); Automation; Embedded system; Serial communication; Serial port; Systems engineering; Relevance (law); Reliability engineering; Software engineering; Computer hardware; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712509,0.0008368798,0.0005381833,0.00231833,0.0003650749,0.0009404988,0.0008216513,0.0004423894,0.003009277],"category_scores_gemma":[0.007056769,0.0003619499,0.0004144441,0.001594685,0.0007501635,0.001675466,0.0007321593,0.0006120078,0.0006943296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396884,"about_ca_system_score_gemma":0.0006795077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003291502,"about_ca_topic_score_gemma":0.0003149573,"domain_scores_codex":[0.9980211,0.0004920861,0.0001602248,0.0003377511,0.0009079777,0.00008081488],"domain_scores_gemma":[0.995818,0.001250473,0.0008547508,0.0008256875,0.001197085,0.00005407892],"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":[0.0004259901,0.0001351713,0.003949527,0.001358135,0.00004821887,0.0001024304,0.000421935,0.01975518,0.4748223,0.01894358,0.0007384582,0.4792991],"study_design_scores_gemma":[0.00007417891,0.002186731,0.01484577,0.0002683201,0.0002810922,0.0008278347,0.0002961028,0.08357434,0.8409021,0.01662183,0.0400129,0.0001087067],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09068361,0.003169803,0.8971621,0.0002050817,0.000111781,0.0002696595,0.0001270398,0.00106143,0.007209473],"genre_scores_gemma":[0.6690856,0.002410313,0.3231287,0.00006216954,0.00009016968,0.000404277,0.0001727803,0.0002694648,0.004376556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003009277,"threshold_uncertainty_score":0.01006711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027040045115077,"score_gpt":0.2625798024067328,"score_spread":0.2423094019555821,"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."}}