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Record W4394053923 · doi:10.5281/zenodo.1246337

Enumeration of complex Golay pairs

2018· dataset· en· W4394053923 on OpenAlexaff
Curtis Bright, Ilias Kotsireas, Albert Heinle, Vijay Ganesh

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2018
Typedataset
Languageen
FieldEngineering
Topicgraph theory and CDMA systems
Canadian institutionsWilfrid Laurier UniversityUniversity of Waterloo
Fundersnot available
KeywordsEnumerationBinary Golay codeMathematicsCombinatoricsComputer scienceStatistics

Abstract

fetched live from OpenAlex

These files contain an enumeration of complex Golay pairs of lengths up to 28. The method of generation is described in the paper "Enumeration of Complex Golay Pairs via Programmatic SAT" by Bright, Kotsireas, Heinle, and Ganesh, presented at ISSAC 2018, the International Symposium on Symbolic and Algebraic Computation. The .all files contain every complex Golay pair in the given length, the .seqs files contain all individual sequences which occur in those pairs, and the .inequiv files contain only the complex Golay pairs up to an equivalence which is given in the above paper. Every line in each file contains exactly one complex Golay pair or sequence, with spaces separating the members of the pairs. The sequence entries are encoded using the characters + for 1, - for −1, i for i, and j for −i. A table with the sequence counts in each file is also available.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.052
Threshold uncertainty score0.174

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0040.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0050.009
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0040.002
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0520.069

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.

Opus teacher head0.030
GPT teacher head0.224
Teacher spread0.194 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreDataset

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

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