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Record W2514070681 · doi:10.1215/00104124-3631577

Of Phagocytes and Men: Tolstoy's Response to Mechnikov and the Religious Purpose of Science

2016· article· en· W2514070681 on OpenAlexaff
Anna A. Berman

Bibliographic record

VenueComparative Literature · 2016
Typearticle
Languageen
FieldArts and Humanities
TopicPhilosophy, Ethics, and Existentialism
Canadian institutionsMcGill University
Fundersnot available
KeywordsIdeal (ethics)Face (sociological concept)PhilosophyMeaning (existential)EpistemologySociologyLinguistics

Abstract

fetched live from OpenAlex

This essay explores the intellectual ties between Lev Tolstoy and the Nobel Prize winning pathologist Ilya Mechnikov. In Tolstoy's essays, letters, and diary entries he was notoriously critical of contemporary scientific study and its lack of a moral component. Beginning in the late 1880s he engaged in a virtually unknown polemic with Mechnikov about science and religion that culminated in a face-to-face meeting the year before Tolstoy's death. Despite Tolstoy's expressed disdain for Mechnikov's theories, in his final novel, Resurrection (1899), Tolstoy used Mechnikov's phagocytic theory as a metaphoric basis for the novel's moral philosophy. Moving beyond his earlier family ideal, he made phagocytes the model for a broader and more impersonal ideal of human unity. Thus, in Resurrection Tolstoy found a way to give moral meaning to science, just as he had called for in his journalistic writing.

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)0.005
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.990
Threshold uncertainty score0.063

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0100.057
Scholarly communication0.0070.007
Open science0.0010.006
Research integrity0.0060.011
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 head0.040
GPT teacher head0.295
Teacher spread0.255 · 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 designTheoretical or conceptual
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
Published2016
Admission routes1
Has abstractyes

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