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Record W4400442461 · doi:10.5465/amproc.2024.59bp

Towards a Zen-Informed Spiritual Research Paradigm: Philosophy, Methodology, and Evaluation Criteria

2024· article· en· W4400442461 on OpenAlexaff
Tianyuan Yu

Bibliographic record

VenueAcademy of Management Proceedings · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Spirituality, and Psychology
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsEpistemologyEngineering ethicsPsychologySociologyPhilosophyEngineering

Abstract

fetched live from OpenAlex

This article explicates a Zen-informed spiritual research paradigm based on an Eastern Buddhist worldview that fundamentally transcends the Western mainstream assumptions. Beginning with a proposed definition of “spiritual research”, this article systematically discusses the features of a Zen-informed spiritual research paradigm in terms of ontology, epistemology, axiology, and methodology. The author uses a field study (Yu, 2021; Yu & Mills, 2023; Yu, 2024) to showcase the application of Zen methodologies with respect to research design, data sampling, data collection, data analysis, theorizing, and report writing. The author also proposes a list of criteria for evaluating spiritual research along with applicable methodological strategies. This research potentially opens a new field in the MSR domain, namely, Zen-informed spiritual research.

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)0.015
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.661
Threshold uncertainty score0.588

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.346
GPT teacher head0.531
Teacher spread0.185 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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
Published2024
Admission routes1
Has abstractyes

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