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
Labour laws and global trade . Por Bob HEPPLE. Understanding globalization, employment and poverty reduction . Obra dirigida por Eddy LEE y Marco VIVARELLI. Unemployment compensation throughout the world: A comparative analysis . Por Wayne VROMAN y Vera BRUSENTSEV. Libros recientes: The human tradition in American labor history . Obra dirigida por Eric ARNESEN. Reorganizing the Rust Belt: An inside study of the American labor movement. Por Steven Henry LOPEZ. A promise unfulfilled: Unions, immigration, and the farm workers Por Philip L. MARTIN. Reshaping the North American automobile industry: Restructuring, corporatism, and union democracy in Mexico . Por John P. TUMAN. Labor standards in the United States and Canada . Por Richard N. BLOCK, Karen ROBERTS y R. Oliver CLARKE. Human capital in the United States from 1975 to 2000: Patterns of growth and utilization . Por Robert H. HAVEMAN, Andrew BERSHADKER y Jonathan A. SCHWABISH. Euros and Europeans: Monetary integration and the European model of society . Obra dirigida por Andrew MARTIN y George ROSS. International Labour Organization . Suplemento núm. 22 de la section Intergovernmental organizations , de la International Encyclopaedia of Laws . Por Jean‐Michel SERVAIS. Non‐standard work in developed economies: Causes and consequences . Obra dirigida por Susan HOUSEMAN y Machiko OSAWA. Russian trade unions and industrial relations in transition . Por Sarah ASHWIN y Simon CLARKE. Nuevas publicaciones de la OIT: Empleos y rentas en un mundo globalizado . Por Ajit K. GHOSE. Madrid, Colección Informes OIT del Ministerio de Trabajo y Asuntos Sociales, 2004. 175 págs. Food at work: Workplace solutions for malnutrition, obesity and chronic diseases . Por Christopher WANJEK. The global evolution of industrial relations: Events, ideas and the HRA . Por Bruce E. KAUFAM. Glossary of labour law and industrial relations (with special reference to the European Union) . Obra dirigida por Gianni ARRIGO y Giuseppe CASALE A handbook on HIV/AIDS for labour and factory inspectors . Human trafficking and forced labour exploitation: Guidance for legislation and law enforcement . Marco promocional para la seguridad y salud en el trabajo . Informe IV (1) a la 95. a reunión de la Conferencia Internacional del Trabajo (2006). El mundo del trabajo en la integración económica y la liberalización comercial. Una mirada desde los países americanos . Por Daniel MARTÍNEZ. Políticas para pequeñas empresas. Crear el entorno adecuado para un empleo digno . Por Gerhard REINECKE y Simon WHITE. Seguridad y salud en los puertos. Repertorio de recomendaciones prácticas de la OIT . Le trafic et 1'exploitation des immigrants chinois en France . Por Gao YUN y Véronique POISSON. Working and employment in new EU Member States: Convergence or diversity? Por Daniel VAUGHAN‐WHITEHEAD. Working time laws: A global perspective ‐ Findings from the ILO's Conditions of Work Database . Por Deirdre McCANN.
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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