{"id":"W4417169893","doi":"10.1109/icecs66544.2025.11270782","title":"Microcontroller SRAM PUF for IoT Applications: Experimental Evaluation","year":2025,"lang":"","type":"article","venue":"","topic":"Physical Unclonable Functions (PUFs) and Hardware Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Static random-access memory; Reliability (semiconductor); Microcontroller; Physical unclonable function; Internet of Things; Authentication (law); Simple (philosophy); Data acquisition; Arduino","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000872771,0.0004046864,0.0004756644,0.0002832031,0.000976192,0.0007413203,0.001045271,0.0002062618,0.0009931837],"category_scores_gemma":[0.00009073659,0.0004030819,0.0004329639,0.001196041,0.0001475561,0.0006463793,0.0004122911,0.0002288702,0.0004661731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004760258,"about_ca_system_score_gemma":0.001149462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003728773,"about_ca_topic_score_gemma":0.00002327728,"domain_scores_codex":[0.996675,0.0001727722,0.0007001199,0.001245308,0.0005674497,0.0006393332],"domain_scores_gemma":[0.9971483,0.000356729,0.000181583,0.001152606,0.0009831786,0.000177547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001624922,0.002441725,0.00001810055,0.0001046547,0.0002221786,3.07905e-7,0.0004487332,0.0006573169,0.009075485,0.5645187,0.03312788,0.3892224],"study_design_scores_gemma":[0.003506257,0.0002389195,0.0001338773,0.00005019065,0.0001727613,0.000001383867,0.0001645457,0.5764106,0.01833167,0.1001336,0.3004296,0.0004266071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001174347,0.004025613,0.9486166,0.003513966,0.001473609,0.006513705,0.00003256408,0.0001967005,0.03445289],"genre_scores_gemma":[0.9456913,0.00004012921,0.02623432,0.003077187,0.0008177501,0.01061601,0.00006470233,0.00002570325,0.01343287],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.944517,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197841376882987,"score_gpt":0.3282312906957425,"score_spread":0.3084471530074437,"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."}}