{"id":"W4413898876","doi":"10.31234/osf.io/pr8kd_v2","title":"The memory tesseract: Mathematical equivalence between composite and separate storage memory models","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Ferroelectric and Negative Capacitance Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Equivalence (formal languages); Composite number; Computer science; Artificial intelligence; Mathematics; Algorithm; Pure mathematics","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"],"consensus_categories":[],"category_scores_codex":[0.0003752366,0.0004309035,0.0005652074,0.00009385098,0.0001938412,0.0001843809,0.0005146667,0.0002652241,0.00003453587],"category_scores_gemma":[0.00003213485,0.0003130989,0.0001038605,0.0001585855,0.0001523615,0.0001797769,0.000352941,0.0009455795,0.00002695709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015401,"about_ca_system_score_gemma":0.00005383457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001056284,"about_ca_topic_score_gemma":0.000006505713,"domain_scores_codex":[0.9984111,0.00007312821,0.0004343061,0.0004024077,0.0002683468,0.0004107015],"domain_scores_gemma":[0.9981205,0.001045347,0.00008089848,0.0005438884,0.00009539448,0.0001139196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001626428,0.0001807853,0.0005612852,0.02038255,0.004358666,0.0001209689,0.01151774,0.7789593,0.005354507,0.06625401,0.03516016,0.07698733],"study_design_scores_gemma":[0.0002542072,0.00002207342,0.0003687626,0.0007507495,0.0001983881,0.000005474532,0.0002885947,0.9157059,0.007149843,0.07423007,0.0002987574,0.0007272417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4252943,0.02256879,0.1940903,0.0005584041,0.0008686695,0.001573549,0.0002470244,0.001268092,0.3535308],"genre_scores_gemma":[0.9884586,0.001876752,0.001948315,0.00008667124,0.0001436946,0.0001129022,0.00002173262,0.00004152657,0.007309828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5631642,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669007832149944,"score_gpt":0.2618873583102342,"score_spread":0.2351972799887347,"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."}}