Investir les journaux à l’ère industrielle. Fatalité ou opportunisme ? L’exemple de Berlioz (1830-1838)
Bibliographic record
Abstract
Cet article propose de revenir sur la place que Berlioz s’est donnée dans la critique musicale sous le régime de la monarchie de Juillet depuis le succès de laSymphonie fantastiquejusqu’au fiasco deBenvenuto Cellini(5 décembre 1830-10 septembre 1838). Comment, à l’aide de ses relations de milieu et d’opinion, il s’est introduit dans la presse et comment, par le réseau des journalistes romantiques, il a été engagé dans le combat esthétique du renouvellement artistique. Comment, par son dégoût de la médiocrité, il s’est créé des inimitiés redoutables, mais comment il s’est efforcé à ses dépens, entre le ton de la sincérité et celui des convenances, de rester libre au sein de l’engrenage des forces du pouvoir.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.012 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.010 | 0.002 |
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".