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Record W4389508068 · doi:10.4000/ejas.20949

The Image of Central European Immigrant in Popular Fiction and Its Adaptations: A Case Study of the Detective Murdoch/Murdoch Mysteries Series

2023· article· en· W4389508068 on OpenAlex
Biljana Oklopčić

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueEuropean Journal of American Studies · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicNarrative Theory and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsPopular cultureInterpretation (philosophy)EntertainmentFemininityPlot (graphics)AdventureLiteratureMasculinityPopular fictionPower (physics)SociologyHistoryAestheticsArtPhilosophyGender studiesArt historyLinguisticsVisual artsMathematics

Abstract

fetched live from OpenAlex

Popular fiction is often defined as formula fiction as it tends to employ a much more limited repertory of plots, characters, and settings than Literature. Westerns, fantasies, romances, mysteries, science fiction, adventures, etc. must have a certain kind of setting, a particular cast of (stereotypical) characters, and follow a limited number of lines of action because of their close connection to a particular society, culture, and time period. Although appealing to a great number of readers, this limited repertory of (stereotypical) characters, plots, and settings is founded on a canonized discourse, resting on a cultural and social personification—a description, a code, a projection, which legitimizes and authorizes the interpretation of culture and nature, masculinity and femininity, superiority and inferiority, power and subordination, therefore reflecting specific cultures’ interests, values, beliefs, and tensions, and implicitly or explicitly providing insights into specific cultures’ anxieties and aspirations. The aim of this paper is to examine (1) how the mystery formula in Canadian popular print and TV media constructs the image of Central European immigrant and (2) to what extent the mystery formula in Canadian popular print and TV media relies on stereotypes to create entertainment with rules known to everyone, allowing them to participate in its models of suspense and resolution. The analysis focuses on Maureen Jennings’s Detective Murdoch series (Except the Dying (1997), Poor Tom Is Cold (2001), and Vices of My Blood (2006)) and its TV adaptation Murdoch Mysteries (2008–).

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.460

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.039
GPT teacher head0.268
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