MétaCan
Menu
Back to cohort
Record W2785470978 · doi:10.19182/bft2001.269.a20100

Comparaison des économies forestières russes et chinoises en transition

2001· article· W2785470978 on OpenAlexaff
M. Lobovikov, Matti Palo, Yaoqi Zhang

Bibliographic record

VenueBOIS & FORETS DES TROPIQUES · 2001
Typearticle
Language
FieldSocial Sciences
TopicRussia and Soviet political economy
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsChinaFellGeographyEconomyEconomics

Abstract

fetched live from OpenAlex

Ces considérations économiques en Russie et en Chine illustrent le potentiel de croissance des marchés régionaux et les conséquences que cela peut avoir sur le commerce international du bois tropical. La Chine et la Russie, les deux plus grandes « économies en transition », illustrent deux approches différentes de la transition : la Russie a utilisé la méthode de la « thérapie de choc », tandis que la Chine a adopté une transition progressive plutôt que des changements radicaux. Les résultats contrastés des réformes sont évidents : de 1992 à 1997, le PIB de la Fédération de Russie a chuté de 40 %, la production industrielle a vu sa capacité réduite de moitié et la production agricole a baissé de 35 %. Dans le même temps, la Chine a enregistré une croissance moyenne de près de 10 % au cours des deux dernières décennies. Malgré de nombreuses études, le phénomène économique chinois reste une énigme pour les économistes, car il ne peut s'expliquer par les théories économiques dominantes.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.382
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0020.005
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.037
GPT teacher head0.328
Teacher spread0.291 · 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; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

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
Published2001
Admission routes1
Has abstractyes

Explore more

Same venueBOIS & FORETS DES TROPIQUESSame topicRussia and Soviet political economyFrench-language works237,207