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Record W1550476400

«La provincia cooperativa deCanadá»: individualismo ymutualismo en una sociedad decolonos, 1905-2005

2004· article· es· W1550476400 on OpenAlexaboutno aff
Brett Fairbairn

Bibliographic record

VenueActualidad Contable FACES · 2004
Typearticle
Languagees
FieldBusiness, Management and Accounting
TopicCooperative Studies and Economics
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt
DOInot available

Abstract

fetched live from OpenAlex

RESUMEN: La provincia de Saskatchewan, en el oeste canadiense, forma parte de una región -las grandes praderas cerealeras -donde el cooperativismo (de productores agrícolas, de consumo, de ahorro y crédito -se ha vuelto un actor importante de la vida económica y política.El artículo examina las condiciones de su aparición y desarrollo, y analiza las etapas de su evolución y los retos que ha debido enfrentar en cada etapa: los inicios en la sociedad de colonos, la Gran Depresión, la guerra, y el periodo más reciente de crecientes presiones por el incremento de competitividad de estas organizaciones.El autor destaca los factores económicos, políticos y culturales del excepcional desarrollo cooperativo de Saskatchewan, que continúa hoy con el surgimiento de nuevos tipos de cooperativas para responder a nuevas necesidades de la sociedad del siglo XXI.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.988
Threshold uncertainty score0.615

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.002
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.012
GPT teacher head0.245
Teacher spread0.234 · 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 designQualitative
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
Published2004
Admission routes1
Has abstractyes

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Same venueActualidad Contable FACESSame topicCooperative Studies and EconomicsFrench-language works237,207