Hortatory language in EU Comprehensive Air Transport Agreements—when Darwin met strategy
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
Abstract This article examines the evolution of hortatory language in the European Union (EU) Comprehensive Air Transport Agreements that fall under the third pillar of the EU External Aviation Policy. These are the Agreements with the USA, Canada, Qatar, and the Association of Southeast Asian Nations. The analysis reveals how the calibration of the wording of these Agreements through a process of trial and error, in combination with the role of the Parties’ Joint Committee in the implementation of these Agreements, work synergistically towards the gradual hardening of hortatory language. The article further assesses the potential of these Agreements to establish a level playing field in international aviation. It reveals how, by means of lateral thinking, the EU has depoliticized the charged issue of the liberalization of international air transport by shifting the focus to the playing field and requesting that it be level.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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