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Record W6948409771 · doi:10.5061/dryad.gtht76htc

1922 Film Industry Trade Press Corpus

2024· dataset· en· W6948409771 on OpenAlexaboutno aff

Bibliographic record

VenueDRYAD · 2024
Typedataset
Languageen
FieldEnvironmental Science
TopicSpecies Distribution and Climate Change
Canadian institutionsnot available
Fundersnot available
KeywordsHollywoodFilm industryStudioBattleCompetition (biology)CraftAmerican filmVariety (cybernetics)PublishingFilm genre

Abstract

fetched live from OpenAlex

For the first half of the twentieth century, no American industry boasted a more motley and prolific trade press than the movie business—a cutthroat landscape that set the stage for battle by ink. In 1930, Martin Quigley, publisher of Exhibitors Herald, conspired with Hollywood studios to eliminate all competing trade papers, yet this attempt and each one thereafter collapsed. Exploring the communities of exhibitors and creative workers that constituted key subscribers, Ink-Stained Hollywood tells the story of how a heterogeneous trade press triumphed by appealing to the foundational aspects of industry culture—taste, vanity, partisanship, and exclusivity. In captivating detail, Eric Hoyt chronicles the histories of well-known trade papers (Variety, Motion Picture Herald) alongside important yet forgotten publications (Film Spectator, Film Mercury, and Camera!), and challenges the canon of film periodicals, offering new interpretative frameworks for understanding print journalism’s relationship with the motion picture industry and its continued impact on creative industries today. We selected the year 1922, with an emphasis on July 1922, for two chief reasons. First, the MHDL had already digitized a wide cross-section of trade papers from that year, including—appropriately for this book—several published outside of the United States. Second, we knew from Eric’s earlier research that there was a great deal of competition within the American film industry’s trade press during this period. In 1922, Variety and the Chicago-based Exhibitors Herald, were pursuing strategies to grow their readership and influence within the industry, emphasizing independence, integrity, and uniqueness as distinguishing factors. During the following year, Exhibitors Herald created the ‘“Herald Only’ Club”—emphasizing the loyalty of subscribers who exclusively wrote into Exhibitors Herald and read the paper, to the exclusion of its rivals (Hartman, Rea). Given the competitive bent of the 1920s trade press, how distinct was each publication? Would the “‘Herald Only’ Club” have any factual grounding once the word patterns, sentences, and page structures were analyzed at scale? In addition to the above-mentioned trade papers, we included 16 additional unique journals. Our corpus included fan magazines (Photoplay, Shadowland, and The Picturegoer), a technical journal (American Cinematographer), English language trade papers published outside the U.S. (Canadian Moving Picture Digest and The Film Renter and Moving Picture News), and studio generated publicity (Universal Weekly and Paramount Pep). This dataset is comprised of the scans of the trade papers we analyzed, as well as a zip archive of the code we used to do the similarity analysis. C.M. Hartman, qtd. in “‘Herald Only’ Club Gains Six; Veteran and Newcomer Give Reasons for Joining,” Exhibitors Herald, March 29, 1924, 63, http://lantern.mediahist.org/catalog/exhibitorsherald18exhi_0_0073 George Rea letter to Exhibitors Herald, Exhibitors Herald, May 26, 1923, 69, http://lantern.mediahist.org/catalog/exhibitorsherald16exhi_0_0869.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.192
Threshold uncertainty score0.952

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 integrity0.0010.001
Insufficient payload (model declined to judge)0.2410.049

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 head0.031
GPT teacher head0.265
Teacher spread0.234 · 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
GenreDataset

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
Published2024
Admission routes1
Has abstractyes

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