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Record W4235661600 · doi:10.31231/osf.io/mfs63

Theoretical Foundations to Guide Mindfulness Meditation: A Path to Wisdom

2017· preprint· en· W4235661600 on OpenAlexaff
Nandini Karunamuni, Rasanjala Weerasekera

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsYork UniversityUniversity of Alberta
Fundersnot available
KeywordsMindfulnessMeditationBuddhismPsychological interventionPsychologyContext (archaeology)Experiential learningPsychotherapistConstruct (python library)Mindfulness meditationVariety (cybernetics)Experiential knowledgeEpistemologyComputer scienceArtificial intelligencePhilosophyPedagogy

Abstract

fetched live from OpenAlex

Mindfulness interventions are becoming increasingly popular across a wide variety of clinical and non-clinical settings where they are often employed to promote psychological well-being. Mindfulness in its original context presented in Buddhist practice is used to systematically understand one’s moment-to-moment experience, and to gradually develop self-knowledge and wisdom. Buddhist teachings describe wisdom as seeing things just as they are - a requisite for the complete freedom from suffering. In psychological writings, although the construct of wisdom lacks a commonly accepted definition, direct experiential self-knowledge is considered to be an essential element of wisdom. The purpose of this article is to examine the three major trainings of the Buddhist path, as well as some of the key Buddhist theoretical constructs, in order to explore their contribution to the gradual development of experiential self-knowledge and wisdom. In Buddhist traditions, mindfulness is practised in the context of a moral and philosophical system, and the mind is described as a sequence of momentary mental states, each distinct and discrete, their connections with one another being causal. We explain how a clear understanding of mindfulness within the context of this broader theoretical framework can be helpful to individuals engaging in different levels of the mindfulness meditation practice, and how this understanding can result in more sustained outcomes for mindfulness interventions. Further explorations are made into how various barriers and motivators to mindfulness meditation can be better understood by linking the theoretical aspects with current research literature on mindfulness.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
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 score0.895
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.2680.009

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 head0.052
GPT teacher head0.412
Teacher spread0.360 · 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; both teacher heads agree on what is shown here.

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

Citations10
Published2017
Admission routes1
Has abstractyes

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