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From Self-Reform to Social Reform: a Study of Thoreau’s Social and Political Thoughts

2010· article· en· W1743875149 on OpenAlexvenueno aff
Ding Zhao-guo

Bibliographic record

VenueCanadian social science · 2010
Typearticle
Languageen
FieldComputer Science
TopicThoreau and American Literature
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPoliticsResistance (ecology)DemocracySociologyPolitical sciencePhilosophyLaw

Abstract

fetched live from OpenAlex

Despite the importance of his social and political thoughts, Henry David Thoreau is mostly studied as a writer of Transcendentalism and nature writings. Actually, Thoreau expresses many important ideas on social and political problems in his works. Through reading Thoreau’s main political writings, this essay attempts to comment on his social and political thoughts from its four constitutive aspects, i.e., self-reform as the basis of social reform, strategies and forms of passive resistance, critique of the division of labor and emphasis on the importance of action. It argues that the significance of Thoreau’s social and political thoughts lies in his insight in seeing the consistent relationship between the individual self-reform and social justice and political democracy. In other words, both individual and social reforms are important means in correcting social injustice and nourishing political democracy. Key words: Thoreau, self-reform, social reform, passive resistance, division of labor Resume: Malgre l’importance de sa pensee sociale et politique, Henry David Thoreau est surtout etudie comme un ecrivain de Transcendantalisme et de Litterature naturelle. Effectivement, Thoreau exprime beaucoupe d’idees importantes sur des problemes sociaux et politiques dans ses oeuvres. Par la lecture des principales oeuvres politiques de Thoreau, cet essai tente de commenter sur les 4 aspects constitutifs, c’est-a-dire la reforme du soi comme la base de la reforme sociale, strategies et formes de la resistance passive, critiques sur la division du travail et accentuation sur l’importance de l’action. Il demontre que la signification de sa penee socoale et politique existe dans sa perspicacite de voir la relation consistante entre la reforme du soi de l’individu, la justice sociale et la democratie politique. Autrement dit, les reformes individuelles et sociales sont toutes importantes dans la correction de l’injustice sociale et dans la formation de la democratie politique. Mots-Cles: Thoreau, reforme du soir, reforme sociale, resistance passive, division du travail

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)0.008
metaresearch head score (Gemma)0.009
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.021
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0160.060
Scholarly communication0.0100.006
Open science0.0010.004
Research integrity0.0050.006
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 head0.009
GPT teacher head0.274
Teacher spread0.265 · 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
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".

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Citations0
Published2010
Admission routes1
Has abstractyes

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