Transparency as metajournalistic performance: <i>The New York Times’ Caliphate</i> podcast and new ways to claim journalistic authority
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.
Bibliographic record
Abstract
Transparency is increasingly touted as a strategic tool for elevating journalistic authority. Despite this push, literature has overlooked how transparency can be utilized for authority purposes in audiovisual artefacts. In this paper, we conduct a qualitative thematic analysis of The New York Times’ podcast Caliphate to examine how transparency is strategically weaponized to stake a claim to journalistic authority. Based on the premise that transparency is a metajournalistic performance – a type of journalism about journalism that is performative in acting on people’s perception of journalistic authority – we identify three of those metajournalistic performances in the podcast: Revealing the journalistic process, Constructing the reporter’s persona and Reaffirming the journalistic culture. Together, they exhibit a form of self-celebratory transparency that strategically performs boundary-setting, definitional control and legitimization functions, in a bid to impress audiences and have them recognize the journalistic authority of the Caliphate reporters and The Times. We conclude with the implications of these strategic performances of transparency. First, how it can be used by reporters to reinstate verticality over audiences. Second, how the journalistic culture (norms, values, practices, etc.) can be transparently projected outward (to the public) or inward (to the journalist themself) to elevate authority – a new concept for journalism studies. Third, how metajournalistic performances of transparency may reveal power dynamics within the journalistic field.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it