Selected Topics in Information and Coding Theory
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Linear Complexity and Related Complexity Measures Asymptotic Theory of Algebraic Geometry Codes Some Algebraic and Combinatorial Methods of Code Constructions Variable Length Codes and Finite Automata Applications of Universal Source Coding to Statistical Analysis of Time Series Decoding and Finding the Minimum Distance with Grobner Bases: History and New Insights Coding Theory and Algebraic Combinatorics Cooperative Diversity Systems for Wireless Communication Introduction to Network Coding for Acyclic and Cyclic Networks Distributed Space-Time Codes with Low ML Decoding Complexity Construction of High Coding Gain Lattices with Low Decoding Complexity Distributed Joint Source-Channel Coding on a Multiple Access Channel Algebraic Coding from Matrix and Group Rings: Block Codes LDPC and Convolutional Codes from Matrix and Group Rings Public Key Cryptography and Coding Theory Low-Density Parity-Check Codes.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it