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Record W7098411690

Sessions on Saskatchewan Politics and Political Economy Congress of the Humanities and Social Sciences

2007· article· en· W7098411690 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsOpposition (politics)PoliticsMainstreamCitizen journalismDemocracySocial movement
DOInot available

Abstract

fetched live from OpenAlex

Green Parties were founded all across the industrialized world during the 1980s. But after twenty-five years of running in elections, and participating in several coalition governments, the electoral support for almost all of them has stagnated at between 5 % and 10%. There is no country where the Greens have made an electoral breakthrough, not even in Germany, where they were from the beginning the most successful party. Why is this the case? The early Green parties were ecology parties with a strong commitment to social justice, opposition to militarism, war and violence, and participatory democracy. Since the early 1990s most of the parties have become more moderate in their policy orientation and have embraced the reformism of environmentalism. The trend in all the parties is away from the original Green model of participatory democracy and towards the top down hierarchical model of the traditional parliamentary political party. The early strong commitment to women’s liberation has faded. If the Greens are now positioning themselves to be just another middle of the road party, what is their future? As the large mainstream political parties have now all embraced some degree of environmentalism, what is their purpose? At the present time the world is faced with a number of very serious ecological, political

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)0.002
metaresearch head score (Gemma)0.002
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: Other · Consensus signal: Other
Teacher disagreement score0.814
Threshold uncertainty score0.864

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0110.002
Scholarly communication0.0060.002
Open science0.0010.004
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.2580.063

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 head0.077
GPT teacher head0.255
Teacher spread0.178 · 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
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
Published2007
Admission routes1
Has abstractyes

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