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Record W4391498834 · doi:10.1002/9781119357124.app1

Teaching Appendix

2021· other· en· W4391498834 on OpenAlexaffabout
Karen G. Ruffle

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicIslamic Studies and History
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsAppendixMathematics educationMathematicsGeologyPaleontology

Abstract

fetched live from OpenAlex

While I teach at a Canadian university where classes meet once weekly for two hours, the suggestions I make are based on courses that meet twice weekly for 75 minutes.I have written the book to be used in its entirety, or chapters can also be used singly or in clusters for individual classes or a thematic unit in a course.• For an Islamic civilization survey, the entire book serves as a complement to Shahab Ahmed's 2016 What Is Islam?: The Importance of Being Islamic, particularly in its movement between the pre-modern and contemporary periods and exploration of ways in which the everyday for South Asian Shiʿa constitutes an "explorative, creative, and contradictory" domain to remember the Karbala events and cultivate devotion to the Imams and Ahl-e Bait (Ahmed 2016, 81).• For one or two classes in an introduction to Islam course, the book can be used to introduce a number of different topics.For a lecture on Shiʿism and the battle of Karbala, Chapter 5 offers a comprehensive introduction.Ritual practice can be addressed through Chapters 5 and 6.I recommend Chapter 6 to address topics relating to lived practices and gender.

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)0.009
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 score0.852
Threshold uncertainty score0.211

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0020.000
Scholarly communication0.0030.002
Open science0.0020.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.8520.648

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 head0.020
GPT teacher head0.299
Teacher spread0.279 · 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
Published2021
Admission routes2
Has abstractyes

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Same topicIslamic Studies and HistoryFrench-language works237,207