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Conclusion

2010· book-chapter· en· W102324399 on OpenAlexaff
Lee Ward

Bibliographic record

VenueCambridge University Press eBooks · 2010
Typebook-chapter
Languageen
FieldSocial Sciences
TopicPolitical Philosophy and Ethics
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

In an age in which the intellectual life of the West as expressed in its art, culture, spirituality, and philosophy identifies itself as incurably postmodern, it is perhaps wise to heed Charles Taylor's warning that “understanding modernity aright is an exercise in retrieval.” In order to cast our minds back to the seventeenth century when the modern period was born, the student of modernity must excavate through many layers of thought in the subsequent history of ideas; that is, dig through assumptions about the philosophical meaning of history, culture, and material forces that have long since hardened imperceptibly over time into fundamental ideological commitments. To rediscover modernity as it first appeared in the world brash and confident, it requires that in some respects we forget who we are, or perhaps whom we think we are. This study constitutes a modest effort to contribute to the enormous task of retrieving modernity by recovering an authentic understanding of John Locke's important role in its creation. We have tried to restore a sense of Locke's work as he intended it to be read; that is, as philosophical reflections upon the fundamental questions of human existence. Our analysis of Locke's mature writings reveals a bold and original thinker whose probing examination of the workings of the human mind and the manifold interpersonal relations characterizing social reality leads us to question many of the prevailing assumptions about this complex figure.

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)0.003
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.873
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0060.004
Open science0.0020.003
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.1270.041

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 head0.049
GPT teacher head0.263
Teacher spread0.214 · 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.

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
Published2010
Admission routes1
Has abstractyes

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