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Record W7014853512

Register of research in Commonwealth countries (Dec 2006)

2006· other· en· W7014853512 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSAS-Space (University of London) · 2006
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsCommonwealthRegister (sociolinguistics)Variety (cybernetics)Subject (documents)Index (typography)
DOInot available

Abstract

fetched live from OpenAlex

The Register of Commonwealth Research is a list of higher degree theses conducted at UK Universities and relating to the Commonwealth of Nations, its member countries, and the former British Empire. The Register has been maintained since 1949 and its retrospective coverage extends back to the 1920s. Commonwealth studies has been defined as study of the Commonwealth of Nations; the former British Empire; and their member countries together with countries formerly under British protection. The exceptions are Britain and the United States. Subject coverage is primarily in the fields of history, politics, sociology, anthropology, economics, geography, literature, language and religion. The subjects of education, medicine, law, science and technology are included on a selective basis. Data for the register are obtained from a variety of sources, including the Aslib Index to theses, Universities' lists of graduate students, correspondence conducted with academic registrars and supervisors, annual reports, departmental websites, and a wide variety of other sources. Information on theses in progress is provided in a separate listing, derived from the register, and updated annually. These files contain information on theses completed, and are correct as of October 2006. These will also be updated annually. The compilation of this register has relied on the co-operation of many persons but it is recognised that it may contain errors, inaccuracies and omissions. Notification of these would be most welcome. You can contact the editor by email at: Commonwealth.Register@sas.ac.uk. The full Register contains (as of December 2006) more than 15,000 records and is continually growing. For ease of use, the register has been divided into the following files: Commonwealth general (including Human Rights and Development issues); Africa and Atlantic Ocean islands; Canada; Caribbean; South Asia; Southeast Asia; Europe; and Oceania. The files are provided in excel and xml format.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.328
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.002
Science and technology studies0.0000.003
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.036
GPT teacher head0.293
Teacher spread0.257 · 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

Quick stats

Citations0
Published2006
Admission routes1
Has abstractyes

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