The ‘new’ discourse of the Front National under Marine Le Pen: A slight change with a big impact
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
In recent years, the Front National, under the leadership of Marine Le Pen, has experienced a political revival. In elections, membership numbers and public opinion polls, the party has made impressive gains. We argue in this article that these gains stem, at least in part, from a strategic repositioning of the party based on a more populist discourse and communication style. Through a content analysis of posts (press releases) on the party’s Facebook page from 2013 to 2015, we first highlight that, besides giving the Front National a more presentable image, Marine Le Pen has changed the Front National on two fronts: (1) she has rendered the party’s discourse more populist and (2) she has managed to reframe the party’s leitmotif of immigration. Second, through quantitative analysis of ‘Likes’ for each post, we find that this new discourse resonates well with Front National sympathizers.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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