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Record W4283453810 · doi:10.36510/learnland.v15i1.1065

Contact Improvisation as a Force for Expressive Reciprocity With Young Children Who Don’t Speak

2022· article· en· W4283453810 on OpenAlexvenueno aff
Ruth Churchill Dower

Bibliographic record

VenueLEARNing Landscapes · 2022
Typearticle
Languageen
FieldComputer Science
TopicMusic Technology and Sound Studies
Canadian institutionsnot available
FundersLiikenteen Turvallisuusvirasto TrafiManchester Metropolitan University
KeywordsReciprocity (cultural anthropology)PsychologyCuriosityImprovisationMeaning (existential)Expression (computer science)CommunicationAestheticsSocial psychologyArtComputer scienceVisual arts

Abstract

fetched live from OpenAlex

Movement can be a powerful force for sensory connection and expression in young children who sometimes don’t speak. Their kinaesthetic curiosity naturally experiments with—and forms spontaneous relationships through—touching, sensing, and moving-with the world around them. This article wonders what might happen if children’s connective movements are invited through the speculative method of contact improvisation, not as an alternative to speech or way of interpreting meaning, but simply as a space for the transmission of forces, sensations, intimacy, and reciprocity. I consider what these shared forces or sensations of expression are that generate intimacy, joy, and reciprocity beyond words.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.225
Threshold uncertainty score0.821

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.006
GPT teacher head0.214
Teacher spread0.208 · 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

Citations5
Published2022
Admission routes1
Has abstractyes

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