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Pradyumna

2019· book· en· W4246814147 on OpenAlexaff
Christopher R. Austin

Bibliographic record

Venuenot available
Typebook
Languageen
FieldMedicine
TopicSystemic Lupus Erythematosus Research
Canadian institutionsDalhousie University
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Abstract This monograph provides the first full-scale English language study of Pradyumna, the son of the Hindu god Kṛṣṇa. Often represented as a young man in mid-adolescence, Pradyumna is both a handsome double of his demon-slaying father and the rebirth of Kāmadeva, the God of Love. Sanskrit epic, purāṇic, and kāvya narratives of the 300–1300 ce period celebrate Pradyumna’s sexual potency, mastery of illusory subterfuges, and military prowess in supporting the work of his avatāra father. These materials reflect chiefly the values of an evolving Brahminical and Vaiṣṇava tradition deeply invested in the imperatives of family, patriline, the violent but necessary defense of the social and cosmic order, and the celebration of beauty and desire as a means to the divine. As such, Pradyumna’s evolving narratives, almost completely unknown in existing studies of Hindu mythology, provide a point of access to the development of Krishna bhakti and Vaiṣṇava theism more broadly. However, Jain sources cast Pradyumna as an exemplary figure through whom a pointed rejection of these values can be articulated, even while sharing certain of their elementary premises. This book assembles these narratives, presents key Sanskrit materials in translation and summary form, and articulates the social, gender, and religious values encoded in them. Most importantly, the study argues that Pradyumna’s signature two-handed maneuver—the audacious appropriation of a feminine partner, effectuating and enabled by the emasculating destruction of her demonic male protector—communicates a persisting fantasy of male power, expressed in the language of mutually implicating sex and violence.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.959
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0410.008

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 head0.031
GPT teacher head0.311
Teacher spread0.280 · 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

Citations5
Published2019
Admission routes1
Has abstractyes

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