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Record W4382290997 · doi:10.1515/9780228009597-002

Preface

2022· book-chapter· en· W4382290997 on OpenAlexaboutno aff

Bibliographic record

VenueMcGill-Queen's University Press eBooks · 2022
Typebook-chapter
Languageen
FieldSocial Sciences
TopicAsian American and Pacific Histories
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Religion is a fundamental component of Puerto Rican society.A 2014 Pew Research Center survey reported that 99 per cent of Puerto Ricans believed in God, 86 per cent believed in hell, 76 per cent said religion was very important in their lives, and nearly half attended religious services at least once a week; only 10 per cent declared themselves neither Catholic nor Protestant. 1 From the cosmology of the Taíno to the wide array of Judaeo-Christian churches, synagogues, and sects and the syncretic religious worldviews of the practitioners of spiritism, santería, brujería, and the customers of the botánicas, religious practice in its many forms still permeates the lives of a large majority of present-day Puerto Ricans.But why is this of interest to me?I can claim to be Puerto Rican, having been born in Aguadilla, on the north-west tip of the island, to a Puerto Rican father and a French-Canadian mother.But I lived there only the first four months of my life, after which the family moved to Quebec, where I was raised by my mother, my father moving back to Puerto Rico when I was a pre-schooler.I first revisited Puerto Rico in 1979 to reconnect with my father and meet his side of the family.I am a historian, 2 so I learned a little of the island's history during that visit.I was struck by the similarities in

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)0.001
metaresearch head score (Gemma)0.006
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.400
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0030.003
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.6000.386

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 head0.017
GPT teacher head0.221
Teacher spread0.204 · 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
Published2022
Admission routes1
Has abstractyes

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