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Record W4232618716 · doi:10.32920/ryerson.14653461

Inside the Box: Photography and the Portfolio Format

2021· preprint· en· W4232618716 on OpenAlexaff
Molly Kalkstein

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldArts and Humanities
TopicPhotography and Visual Culture
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsPhotographyPortfolioVisual artsArtArt historyHistoryEconomicsFinance

Abstract

fetched live from OpenAlex

Photography portfolios—published sets of loose photographs housed in a folder or box—have been produced continuously since at least the 1850s, but have rarely received serious critical attention as a distinct format. This thesis focuses on mid-twentieth-century limited edition portfolios and argues that they were informed by, and have contributed to, developments in photography more broadly. It provides a historical survey of the photography portfolio; considers its material, expressive, and commercial qualities, particularly in comparison to the photography book; and presents five case studies comprising eight portfolios produced between 1940 and 1972: Paul Strand’s Photographs of Mexico (1940) and The Mexican Portfolio (1967); Ansel Adams’s Portfolio One (1948); Berenice Abbott’s 20 Photographs by Eugène Atget 1856–1927 (1956); Lee Friedlander and Jim Dine’s Photographs & Etchings (1969); and Les Krims’s The Deerslayers, The Little People of America 1971, and The Incredible Case of the Stack O’Wheats Murders (1972).

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)0.002
metaresearch head score (Gemma)0.010
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: Empirical · Consensus signal: none
Teacher disagreement score0.030
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.004
Scholarly communication0.0090.010
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0300.003

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 head0.028
GPT teacher head0.237
Teacher spread0.209 · 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
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

Citations0
Published2021
Admission routes1
Has abstractyes

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