La chanson politique acteur de l’histoire et levier social de la révolution de juillet 1830 à Paris
Bibliographic record
Abstract
La problématique résumée dans le titre de cet article trouve sa pleine démonstration dans les éléments socio-historiques que nous développons plus bas. Les cas de Pierre-Jean de Béranger et du peuple de France dans les bouleversements que vécut le pays entre 1789 et 1830 offrent un terrain d’observation suffisamment important pour tirer une synthèse claire des processus d’évolution du système, et de ses effets directs et indirects sur les habitus de la collectivité. Cet article abordera d’abord le fait chansonnier avant sa transformation et son instrumentalisation par le poète ; il développera ensuite les éléments constitutifs, quantitatifs et qualitatifs permettant de vérifier et d’accompagner notre hypothèse ; il synthétisera en enfin la pluralité des fonctions et des missions de la chanson politique, ouvrant des voies de réflexion sur les phénomènes musicaux contemporains.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.016 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".