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Record W7010845770

Kindness is the Smallest Thing in the World

2023· dissertation· en· W7010845770 on OpenAlexaff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2023
Typedissertation
Languageen
FieldArts and Humanities
TopicMoravian Church and William Blake
Canadian institutionsConcordia University
Fundersnot available
KeywordsKindnessFeelingPoetryNatural (archaeology)The ThingKey (lock)EmpathyHuman being
DOInot available

Abstract

fetched live from OpenAlex

Kindness is the Smallest Thing in the World is a record of lived time in poetry format. Each of its forty entries were written in chronological time to be left unedited with the intention of building a feeling journey that could account for itself, and, so, show itself. On paper, it loosely tells the story of a seed that encounters hidden knowledge of its own being, and must go through multiple iterations of its own growth and fall to situate itself in community and kinship. Along the way, poems question concepts like the self, self expression, the exponential development of civilization, selfishness, natural spaces, climate change, nostalgic stories, community and isolation, treating them more like potential mirrors to move on from each time than any tangible or outward reality. In this way, Kindness is the Smallest Thing in the World is inspired by the work of William Blake and by The Odyssey.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.007
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.022
Scholarly communication0.0060.006
Open science0.0000.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.001

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 head0.059
GPT teacher head0.283
Teacher spread0.224 · 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 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
Published2023
Admission routes1
Has abstractyes

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