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Record W4387272081 · doi:10.25035/jche.01.01.06

Knowing the Unknowable: Visions of Troubled Lands

2023· article· en· W4387272081 on OpenAlexaff
Estella C. Kuchta

Bibliographic record

VenueJournal of Contemplative and Holistic Education · 2023
Typearticle
Languageen
FieldHealth Professions
TopicHealth and Conflict Studies
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsVisionEpistemePsychicSkepticismEpistemologyMateriality (auditing)RationalitySociologyAestheticsIntellectEnvironmental ethicsPerceptionSocial psychologyPsychologyPhilosophyAnthropology

Abstract

fetched live from OpenAlex

This paper describes the author’s clairvoyant visions of war and personal experiences of transrational knowledges. It is an account of one Westerner coming to know outside of and despite Western episteme. Transrational knowing was modelled by companion dogs in the author’s childhood and literary figures in early adulthood, and was experienced as a means of self-protection. Western culture fosters skepticism about transrational knowledges, such as psychic visions and telepathic connections. This paper asserts that transrational knowing—whether between humans, other species, or humans and other species—is a valid and readily available form of knowing that exists outside of and in spite of Western episteme. Western understanding of the nature of being, the nature of relating, and the capacity for knowing has been reduced by a particular form of material-oriented rationality that is overdue for re-envisioning. Despite pervasive epistemological pressures, some individuals experience and learn to cultivate seemingly alternative ways of knowing. In doing so, they are turning toward knowledges that arise from an illuminating love and, thus, can be subtle, variable, and highly contextual, unlike knowledges that arise from intellect, which tend to be consistent and predictable. The illusory perception that humans are fundamentally separated from each other and from more-than-human kin constitutes one form of fragmentation that has resulted in ecological and humanitarian disasters. Love, on the other hand, engenders links us with others in ways that both relate to and transcend materiality and the five senses.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.366
Threshold uncertainty score0.430

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.231
GPT teacher head0.537
Teacher spread0.307 · 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 designObservational
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

Citations2
Published2023
Admission routes1
Has abstractyes

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