{"id":"W1989678405","doi":"10.1145/1754386.1754389","title":"SARFUM","year":2010,"lang":"en","type":"article","venue":"ACM Transactions on Reconfigurable Technology and Systems","topic":"Physical Unclonable Functions (PUFs) and Hardware Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bitstream; Computer science; Field-programmable gate array; Embedded system; Encryption; Replay attack; Computer hardware; Confidentiality; Authentication (law); Computer security; Telecommunications; Decoding methods","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002284575,0.0001892061,0.000266679,0.0005383698,0.0005179339,0.0001350847,0.0008840504,0.0003591025,0.00007706654],"category_scores_gemma":[0.00004849139,0.0001708451,0.00006883977,0.0008925673,0.0001694713,0.0003728779,0.00001284114,0.0008879211,0.0002127477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837454,"about_ca_system_score_gemma":0.00005414052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006858246,"about_ca_topic_score_gemma":0.00006062086,"domain_scores_codex":[0.9987148,0.00003848696,0.0002507174,0.0005084067,0.0001390598,0.0003485329],"domain_scores_gemma":[0.9982818,0.0001438261,0.00006906944,0.001294351,0.00009909798,0.0001118846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001859031,0.0003616298,0.0002152115,0.00005729989,0.0001116578,0.00002289905,0.0001433955,0.0001078425,0.01934945,0.7401066,0.0008009038,0.2387045],"study_design_scores_gemma":[0.002533024,0.001359893,0.001345632,0.0001928283,0.0001062434,0.00165765,0.0007264646,0.03067733,0.0885947,0.3593636,0.5114955,0.001947159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1377738,0.0004872969,0.8187837,0.01116447,0.006317958,0.0007360582,0.00003741474,0.002680753,0.02201855],"genre_scores_gemma":[0.9957858,0.00005051452,0.001940356,0.0001166775,0.00005043623,0.0001158547,0.000001539714,0.00001076891,0.001928024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.858012,"threshold_uncertainty_score":0.6966861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159363541910256,"score_gpt":0.2243864637731183,"score_spread":0.2127928283540158,"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."}}