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COMPARATIVE-LEGAL ANALYSIS OF THE ACTIVITIES OF PARLIAMENTARY RESEARCH SERVICES

2021· article· en· W4321514200 on OpenAlex
Botirov Khurshid

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

Venuejurisprudence · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSecurity, Politics, and Digital Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsParliamentLegislaturePolitical scienceSubject (documents)Content analysisPublic administrationLawPublic relationsSociologyPoliticsSocial scienceLibrary scienceComputer science

Abstract

fetched live from OpenAlex

"This article analyzes the activities of parliamentary research services on the example of foreign experience. It highlights the need and sources of objective and reliable information for the legislature. The structure and functions of parliamentary research services of developed countries such as the United States, Canada, and France have been studied to provide scientific and information-analytical support to their parliamentary activities. Deep analysis of the activities of scientific services of parliaments (USA, Great Britain, South Korea, The Republic of Turkey), which have the most advanced experience in this field, is of particular importance in understanding the essence and content of providing scientific and information-analytical activities of the parliament. The analysis of the practice of scientific services of foreign parliaments shows that their status, content, object and subject of study and research methods are somewhat different. An important role in their activities is played by the scientific examination of decisions adopted by the Parliament and draft laws prepared, as well as the scientific justification for conducting parliamentary control. The method of comparative analysis given in this article will cover the history of the existence of Parliamentary Research Services and will serve to improve the provision of scientific and information-analytical activities of the chambers of the Oliy Majlis. "

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.307
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.097
GPT teacher head0.434
Teacher spread0.337 · 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