MétaCan
Menu
Back to cohort
Record W4229966783 · doi:10.1108/oxan-db210260

Russian crisis plan has modest aims and limited funds

2016· other· en· W4229966783 on OpenAlexaboutno aff

Bibliographic record

VenueEmerald expert briefings · 2016
Typeother
Languageen
FieldSocial Sciences
TopicRussia and Soviet political economy
Canadian institutionsnot available
Fundersnot available
KeywordsPrime ministerRevenuePlan (archaeology)Government (linguistics)Action planAction (physics)Subject (documents)Quarter (Canadian coin)Economic policyPublic administrationPolitical scienceBusinessFinanceEconomicsLawPoliticsManagementHistory

Abstract

fetched live from OpenAlex

Subject Russia's rescue plan for the economy. Significance Russian Prime Minister Dmitry Medvedev announced on March 1 that his government had approved a Plan of Action for the Economy for 2016. The document, more generally known as the 'anti-crisis plan', is modest in ambition and officials say spending will be carefully itemised. Even so, funding for nearly a quarter of the expected costs has not been secured. The 2016 plan follows an equivalent document last year, although such emergency actions are not meant to be regular. Impacts Social spending will be protected at least until the September parliamentary elections are over. Even if partial privatisations take place, these revenues alone will not hold the budget deficit to 3%. Think-tanks and lobbyists will articulate policy differences that ministers express only in private.

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 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)0.000
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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.234
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0130.001

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 head0.039
GPT teacher head0.302
Teacher spread0.263 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueEmerald expert briefingsSame topicRussia and Soviet political economyFrench-language works237,207