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Record W6985197551

Inthrow.

2016· book· en· W6985197551 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Access Institutional Repository at Robert Gordon University (Robert Gordon University) · 2016
Typebook
Languageen
FieldMaterials Science
TopicMachine Learning in Materials Science
Canadian institutionsnot available
Fundersnot available
KeywordsSculptureContext (archaeology)General partnershipThe artsPlan (archaeology)ArchitectureAccommodationWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

Inthrow was developed in partnership with Chris Fremantle of the Scottish Sculpture Workshop, On the Edge Research and lead artist Gavin Renwick. The Scottish Sculpture Workshop (SSW) is based in the rural village of Lumsden, Aberdeenshire. The challenge posed by the partner organisation was how to forge meaningful connections between the workshop as arts organisation and the local community. The workshop provides facilities for sculpture such as bronze casting and accommodation for artists from around the world who come to Lumsden to live and work for a week or several months. Apart from incidental meetings in the village there had been little meaningful interaction between visiting artists and the local community or between the artists and Lumsden and its surroundings as 'place' or context for responsive work. The artist, Gavin Renwick, has developed a practice focused by people's relationship with the land they inhabit. His research is concerned primarily with the nomadic Dogrib people in northern Canada and their understanding of 'home' through traditional knowledge.The project brief for Inthrow began by posing the question about marginal rural land 'What should we do with a field?'. This was prompted by the retirement of the last tenant farmer in Lumsden to earn his living full time through farming. Gavin's response to the brief was a three stage proposal of artistic activity. A series of events and bringing two other artists into the project provided a fluid architecture for new work within the village and its surrounding area between artists, inhabitants and researchers. Inthrow chronicles the story of the project through the voices of the village and the artists. The work by the artists provides a set of new tools for seeing and revealing change in the landscape, for instance, the use of hearth as a metaphor, a living archive, a DJ workshop and related performance in a wild remote place. Photography, diagrams and excerpts of the many dialogues in the web of exchanges in this art project presents a montage of perspectives and artistic tactics. The critical texts by artists and researchers open up the idea of art practice as a process of value finding within the flux of everyday life. A critical issue raised in the publication is the nature of knowledge in practice led art research and more broadly within culture; knowledge not as product, but a dynamic political tool for understanding and shaping change. The CD produced as part of the Inthrow project is not included in this OpenAIR record due to copyright reasons.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Open science, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.725
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0050.003
Scholarly communication0.0020.007
Open science0.0140.018
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.003

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 head0.020
GPT teacher head0.270
Teacher spread0.250 · 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 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
Published2016
Admission routes1
Has abstractyes

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