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Record W4387859640 · doi:10.1002/pra2.853

Spiritual and Religious Information Practices: Lessons from the Field

2023· article· en· W4387859640 on OpenAlexaff
Nadia Caidi, Pranay Nangia, Cansu Ekmekcioglu, Hugh Samson, Michael Olsson

Bibliographic record

VenueProceedings of the Association for Information Science and Technology · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicMedia, Religion, Digital Communication
Canadian institutionsWestern UniversityUniversity of Toronto
Fundersnot available
KeywordsSpiritualityConversationSociologySituational ethicsCoping (psychology)Information sharingPsychological interventionPsychologyPublic relationsSocial psychologyPolitical scienceComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

ABSTRACT This panel centers on presentations that address examples of spiritual and/or religious experiences through an information lens. The panelists will initiate a timely conversation about the ways in which individuals and communities make sense of their information worlds post pandemic and in contexts of high uncertainty (e.g., climate anxiety, increased polarization, AI developments, etc.). In examining coping strategies of the spiritual and/or religious kinds, the panel brings together scholars in a range of information fields to address several of the conference's themes, including new theoretical conceptualizations of the cultural, social, cognitive, affective, and situational aspects of information needs, searching, use, and sharing. As well, the session's examined contexts of everyday lived religion and spirituality can enrich our understanding of the intersections between health and well‐being, socio‐technical arrangements, and evolving and diverse information practices. The short presentations and interactive engagement bring together an international group of emerging and established scholars into conversation and will coalesce into the formulation of a research agenda on this topic. Speakers’ interventions will revolve around three connected questions: How can religious and spiritual experiences be theoretically contextualized within Information Science? What research approaches are most suitable for exploring spirituality/religion in our digital networked world? What ethical challenges do researchers encounter in undertaking this type of research (especially during a pandemic) and how can they be effectively addressed?

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)0.024
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.024
Threshold uncertainty score0.128

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0090.017
Scholarly communication0.0110.012
Open science0.0020.009
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0090.001

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 head0.288
Teacher spread0.258 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations1
Published2023
Admission routes1
Has abstractyes

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