The Dog that Would Never Bite? The Past and Future of the Stability and Growth Pact
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
'Das Papier analysiert die grundlegenden Bedingungen fuer das Zustandekommen des Stabilitaets- und Wachstumspakts (SGP) und seiner Entwicklung in den Folgejahren. Es werden oekonomische und politische Faktoren untersucht, insbesondere die Rolle wirtschaftspolitischer Vorstellungen und den Einfluss von Experten, Politikern, institutioneller Regelungen im Maastricht Vertrag, innenpolitischer Vorgaenge und die Sonderstellung Deutschlands im Bereich der Europaeischen Waehrungsunion. Die gemeinschaftlichen wirtschaftspolitischen Vorstellungen werden als notwendige Bedingung fuer die Schaffung des Paktes aufgefasst, und ihr Zusammentreffen mit einer entsprechenden machtpolitischen Spielkonstellation wird als dessen hinreichende Erklaerung verstanden.' (Autorenreferat)
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 | 0.012 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.033 | 0.028 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.014 | 0.007 |
| Research integrity | 0.001 | 0.001 |
| 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