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Record W4412537850 · doi:10.1080/1461670x.2025.2536767

Conspiracy Theorists as Alternative Journalists

2025· article· en· W4412537850 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournalism Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMisinformation and Its Impacts
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsJournalismEpistemologySociologyMedia studiesPolitical scienceLawPhilosophy

Abstract

fetched live from OpenAlex

This paper studies two series of critical incidents involving news content producers who have been described as conspiracy theorists and who, in various ways, seek to seize some professional attributes of journalism. By focusing on two case studies from French-speaking countries, it seeks to understand the paradoxical positioning of these actors, who at the same time harshly criticize journalism as an institution and claim to belong to it. By interrogating the intersections of journalism, conspiracism and alternative media, it asks what kind of alternative journalism they discursively perform. A qualitative, inductive and thematic analysis of documents relevant to the critical incidents shows the specific arguments that they mobilize in their media criticism, and how they construe these as a defence of their own way of doing journalism. If their arguments for criticizing the media turn out to be close to certain other forms of alternative media, or even to arguments already present in the world of mainstream journalism, they stand out in their specific “holier-than-thou” insistence on respecting existing rules, as well as in their conspiratorial exaggerations and their positioning as dissidents.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.732
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.059
GPT teacher head0.473
Teacher spread0.413 · 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