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Record W4405972032 · doi:10.1007/978-3-031-76085-3_5

Epilogue: Experiencing Experiences—Four Encounters with Experience in the Medieval Islamicate World

2025· book-chapter· en· W4405972032 on OpenAlexaff
Jon McGinnis

Bibliographic record

VenueSpringerBriefs in history of science and technology · 2025
Typebook-chapter
Languageen
FieldSocial Sciences
TopicIslamic Studies and History
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsHistoryGeography

Abstract

fetched live from OpenAlex

Abstract This epilogue explores and sometimes expands on many of the recurrent themes of this volume. It takes seriously the editors’ observation about the subject-rootedness of experience as understood in the medieval Islamicate world and about the notion of internalized objectivity as a lens for reassessing our histories of science. It argues that rather than holding to our current sharp, even arbitrary, divide between the objective and subjective, it is more fruitful to approach Islamicate science as one that views the relation between the experience of the individual scientists and the standards of a given scientific community as forming an ecosystem. Using the interpretive frame set out in the volume’s introduction, the epilogue supplements and contextualizes the essays to show that both subject-rootednessand internalized objectivity were operative throughout the scientific endeavors of medieval Islamic science. Against this background, a number of disciplines that have been excluded from or marginalized in our histories of science—such as grammar, theology, astrology, and dream interpretation—emerge as areas of scientific and historical interest.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.864
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0010.031
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.028
GPT teacher head0.262
Teacher spread0.234 · 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 teacher head, 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
Published2025
Admission routes1
Has abstractyes

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