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Record W2569453462 · doi:10.14351/0831-4985-30.1.111

Beyond “No food and drink in the gallery”: Writing a best practices document for food management in museums

2016· article· en· W2569453462 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCollection Forum · 2016
Typearticle
Languageen
FieldArts and Humanities
TopicConservation Techniques and Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBest practiceSubject (documents)Process (computing)Public relationsPolitical scienceBusinessComputer scienceLibrary scienceLaw

Abstract

fetched live from OpenAlex

Abstract In 2015, the Society for the Preservation of Natural History Collections (SPNHC) Conservation Committee created a best practices document for food management in collection-holding institutions. This paper discusses the three-step process, devised by the committee, through which this was achieved. The first step was to research existing literature on the subject. Scant results showed that a best practices document on the subject would be of great benefit to the field. The second step was to survey collection professionals. This provided the committee a stronger understanding of current food management challenges and successes, as well as topics to address in the best practices document. The third step was to gain consensus from these professionals. A draft of the document was presented at three international conferences, and feedback was incorporated into the final recommendations. The best practices document is available on the SPNHC wiki and may be updated. It is possible to write a best practice on any subject by replicating this three-step process. The Conservation Committee believes this process can be applied to other areas that are in need of new or revised preservation methods.

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.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.844
Threshold uncertainty score0.989

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 studies0.0000.000
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 head0.054
GPT teacher head0.283
Teacher spread0.229 · 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