Repositioning security spaces of exclusion, exception, and integration in China–Southeast Asia borderlands
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
English Abstract: Formerly localized, restricted border interaction between China and Southeast Asia has shifted to extensive cross-border engagement along regulated borders with a hierarchy of crossings and expansive borderlands. This expanded security system reveals rescaled and repositioned border security infrastructure and practice into a point and corridor system with vanguard crossings at Hekou, Mohan and Ruili. Fundamental shifts are concurrent focus on primary crossings and spatially extensive borderlands that encompass diminished attention to lesser crossings, beyond the border implementation of security checkpoints, mobile security, and compromise, to enable effective management of expansive borderlands. These borderlands mediate space and enable spatial reapportionment of security to accommodate greatly enhanced cross-border flows of people, goods, and information, thus shaping extensive spaces of exclusion and integration and focused places of exception. Spanish Abstract: La anteriormente restringida interacción fronteriza China–Sudeste Asiático, cambió a un extenso compromiso de fronteras reguladas con una jerarquía de cruces y zonas transfronterizas expansivas. Este sistema ampliado de seguridad, revela la infraestructura y prácticas transfronterizas reescaladas y reubicadas como puntos y sistemas de corredores con cruces de vanguardia en Hekou, Mohan y Ruili. Los cambios se enfocan en los cruces primarios y extensión de fronteras, disminuyendo la atención a los cruces menores —después de la implementación de puntos de control de seguridad—, la seguridad móvil y el compromiso a una gestión fronteriza eficaz. Estas zonas permiten la redistribución espacial de la seguridad acomodando los intensificados flujos transfronterizos de personas, bienes e información, conformando espacios de exclusión e integración, así como lugares de excepción focalizados. French Abstract: L’interaction frontalière entre la Chine et l’Asie du Sud-Est, autrefois localisée et limitée, s’est transformée en un engagement transfrontalier réglementé avec une hiérarchie de passages et des zones frontalières étendues. Ce système de sécurité élargi révèle une infrastructure et une pratique de sécurité frontalière redimensionnées et repositionnées dans un système de points et de corridors avec des passages d’avant-garde à Hekou, Mohan et Ruili. Les changements fondamentaux se concentrent sur les principaux points de passage, les zones frontalières étendues, la mise en œuvre de points de contrôle de sécurité, la sécurité mobile et le compromis, pour permettre une gestion effi cace des zones frontalières étendues. Ces dernières permettre ent la médiation de l’espace et la réaffectation spatiale de la sécurité afin d’accueillir des fl ux transfrontaliers de personnes, de biens et d’informations considérablement accrus, façonnant ainsi de vastes espaces d’exclusion et d’intégration et des lieux d’exception ciblés.
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 | 0.001 |
| 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