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Towards a More Inclusive Enlightenment

2024· book-chapter· en· W4392939862 on OpenAlexaff
Corey W. Dyck

Bibliographic record

VenueOxford University Press eBooks · 2024
Typebook-chapter
Languageen
FieldArts and Humanities
TopicGerman Literature and Culture Studies
Canadian institutionsWestern University
Fundersnot available
KeywordsEnlightenmentFlourishingScope (computer science)Prejudice (legal term)AestheticsCharacter (mathematics)Environmental ethicsSociologyEpistemologyPolitical sciencePhilosophyLawPsychologySocial psychologyComputer scienceMathematics

Abstract

fetched live from OpenAlex

Abstract Moses Mendelssohn’s conception of enlightenment is distinctive both for its wide scope and progressive character, but it also has the advantage of bringing the manifold intellectual contributions of a diverse set of women into focus, or so I argue in this chapter. In particular, I consider the efforts on the part of Henriette Herz and Rahel Levin Varnhagen to expand women’s role in promoting the flourishing of culture, Amalia Holst’s attempts to realize the emancipatory potential in the notion of the vocation of a human being, and finally Elise Reimarus’s forthright account of the responsibility of the would-be enlightener to gradually but decisively persist in undermining the edifice of prejudice that stands in the way of enlightenment. In the end, what all of these women have in common is that each works to transform and expand the Mendelssohnian conception of enlightenment in an even more inclusive direction.

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)0.002
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.011
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.016
Scholarly communication0.0110.009
Open science0.0010.007
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0070.002

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 head0.018
GPT teacher head0.201
Teacher spread0.183 · 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
Published2024
Admission routes1
Has abstractyes

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Same venueOxford University Press eBooksSame topicGerman Literature and Culture StudiesFrench-language works237,207