Research for Cult Committee of the European Parliament - Culture and Education in CETA
Bibliographic record
Abstract
This paper assesses the treatment of education and culture in the EU-Canada Comprehensive Economic and Trade Agreement (CETA). The CETA marked (for the EU) significant changes in negotiating modalities in the fields of services and investment, involving a shift in the manner in which the Parties undertake negotiated market opening commitments under the Treaty (from a GATS-type hybrid list to a negative list approach). Notwithstanding such changes, both Canada and the European Union have secured under the CETA negotiated outcomes fully aligned to – and wholly consistent with - those achieved by both Parties in their preceding trade and investment agreements at the bilateral, regional or multilateral levels. The CETA marked no change to the long-held policy of both Parties to retain full policy immunity by eschewing substantive disciplines and market opening commitments in matters of culture and publicly-funded education services.
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How this classification was reachedexpand
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 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".