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
Historians frequently dismiss any use of the term nationalism in the pre-modern period as conceptually illegitimate. In the early Reformation in Germany, the welter of confusing and competing terms to describe Luther’s audience—“nation,” “tongue,” “fatherland,” patria—appears to confirm that scepticism. At a regional level, however, where the descriptor Land lacks a precise English equivalent, a consciousness of local identity with undeniable “nationalist” connotations can be discerned, especially in the South-West borderlands with francophone areas. Yet this self-perception sits uneasily with comparable manifestations in Switzerland, where identity was not shaped agonistically over against “foreigners,” but was instead deployed by Zwingli and Bullinger to affirm a heroic past epitomized by valiant defence of true religion. Dans leurs études sur les périodes prémodernes, les historiens mettent le plus souvent de côté le terme « nationalisme », jugé anachronique. Dans les débuts de la Réforme en Allemagne, une panoplie d’expressions déroutantes et concurrentes décrivait le public de Luther — « nation », « langue », « patrie », « pays » —, ce qui semble confirmer cette réticence. Toutefois, au niveau régional, alors que l’Anglais ne possède pas d’équivalent précis pour le terme « Land », on discerne une veritable conscience identitaire locale, aux connotations nationalistes indéniables, en particulier pour ce qui est des régions frontalières francophones du sud-ouest. Cependant, cette auto perception se compare difficilement avec des phénomènes similaires observables en Suisse, où ce type d’identité ne s’est pas construit de façon agonistique en opposition à l’étranger, mais plutôt, sous l’égide de Zwingli et de Bullinger, afin d’établir un passé héroïque marqué par la défense de la vraie religion.
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 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 | 0.001 | 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 | 0.000 | 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