Free trade & migration: the potential implications of the Transatlantic Trade and Investment Partnership (TTIP) on European Union nonimmigrant Admissions to the United States
Why this work is in the frame
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Bibliographic record
Abstract
espanolLas negociaciones de la Asociacion Transatlantica de Comercio e Inversion (ATCI; TTIP - Transatlantic Trade and Investment Partnership) suponen la posibilidad de la integracion economica entre los Estados Unidos y la Union Europea, suscitando preguntas sobre como podrian afectar las admisiones de no-inmigrantes de la U.E. a los EE.UU. Un analisis de los patrones de admisiones canadienses de no-inmigrantes en el contexto del libre comercio ha proporcionado un modelo potencial de lo que podria ocurrir en el caso de los no-inmigrantes de la U.E. si se llegase a un acuerdo de este tipo, y no parece probable que dicho pacto pudiese afectar en gran medida a las admisiones de no-inmigrantes de la U.E. a los EE.UU. Es mas, los textos provisionales del TTIP no suponen un incremento de las medidas establecidas en virtud del actual Programa de Exencion de Visa ni preven la creacion de clasificaciones de visados adicionales. galegoAs negociacions da Asociacion Transatlantica de Comercio e Investimento (ATCI; TTIP - Transatlantic Trade and Investment Partnership) suponen a posibilidade da integracion economica entre os Estados Unidos e a Union Europea, suscitando preguntas sobre como poderian afectar as admisions de non-inmigrantes da U.E. aos EE.UU. Unha analise dos patrons de admisions canadenses de non-inmigran-tes no contexto do libre comercio proporcionou un modelo potencial do que poderia ocorrer no caso dos non-inmigrantes da U.E. se se chegase a un acordo deste tipo, e non parece probable que o dito pacto puidese afectar en gran medida as admisions de non-inmigrantes da U.E. aos EE.UU. E mais, os textos provisionais do T-TIP non suponen un incremento das medidas establecidas en virtude do actual Programa de Exencion de Visa nin preven a creacion de clasificacions de visados adicionais. EnglishThe Transatlantic Trade and Investment Partnership (TTIP) negotiations have introduced the possibility for economic integration between the United States and the European Union, eliciting ques-tions about how such an agreement might affect E.U. nonimmigrant admissions into the U.S. An analysis of Canadian nonimmigrant admissions patterns in the context of free trade has provided a potential model for what might occur in the case of E.U. nonimmigrants, if such an agreement is reached, and it does not seem likely that such a pact would greatly affect E.U. nonimmigrant admissions into the U.S. What’s more, the TTIP provisional texts do not seem to amplify measures in place under the current Visa Waiver Program, nor provide for the creation of additional visa classifications.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.000 | 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