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Record W4312050266 · doi:10.1177/03061973221139270

The freedom dilemma: Milton's (and Adam's) inability to reconcile reason and authority

2022· article· en· W4312050266 on OpenAlexaff
Benjamin Woodford

Bibliographic record

VenueLiterature & History · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicSeventeenth-Century Political and Philosophical Thought
Canadian institutionsThompson Rivers University
Fundersnot available
KeywordsParadise lostSermonDilemmaScholarshipAdam smithPoliticsPhilosophyAestheticsArtLawLiteratureSociologyHistoryEpistemologyPolitical scienceTheologyEconomics

Abstract

fetched live from OpenAlex

Much scholarship on the separation scene in Paradise Lost focuses on whether or not Adam could have acted differently to prevent Eve from working alone. The separation scene, however, is impossible to resolve. Through this scene, Milton traces the origin of his own struggle to reconcile the principles of political freedom. In Brief Notes upon a late Sermon , Milton faces the reality that his own principles cannot be reconciled. The separation scene places Adam in a similar situation, as he struggles to reconcile Raphael's conflicting advice regarding following God's will. Milton's and Adam's failures raise questions regarding the possibility of human freedom.

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)0.006
metaresearch head score (Gemma)0.006
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 score0.013
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0130.076
Scholarly communication0.0100.012
Open science0.0010.006
Research integrity0.0060.011
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 head0.023
GPT teacher head0.207
Teacher spread0.184 · 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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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