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
List of Tables Preface Notes on the Contributors Introduction S.McBride & J.Wiseman PART I: THEORETICAL PERSPECTIVES What is Globalization G.Teeple The Politics of Globalization and Labour Strategies S.McBride PART II: POLITICAL AGENCY AND THE INSTRUMENTS OF GLOBALIZATION Globalization as Discipline: The Case of Australia and International Finance D.Bryan & M.Rafferty Creating the Institutions of the Global Economy? Central Bank Independence in Japan and Italy B.MacLean, A.Croci & P.Bowles The Right Thing: Globalization and the Policy Process: A Case Study R.Watts International Financial Institutions, International Capital Flows and Financial Liberalization in Developing Countries J.Busumtwi-Sam Benchmarking, Global Best Practice and Production Renorming in the Australian Coal Industry: The Impact of Globalization B.Bowden & B.Russell PART III: CONTRADICTIONS AND AMBIGUITIES Global Markets and State Power: Explaining the Limited Impact of International Tax Competition M.Webb The Making of the Citizen Self and Citizen Other: Canada's Non-Immigrant Employment Authorization Program N.Sharma Globalization and Cross-Border People Movements: The Case of Recent Revisions in U.S. Immigration Legislation T.Cohn The ICFTU Labour Clause Proposal: A Legal and Political Critique M.Swenarchuk A 'Double Movement': Implications of Globalization and Pluralization for the Canadian Welfare State J.Rice & M.Prince PART IV: CRISIS, LEVELS OF ACTION AND ALTERNATIVES Economic Turmoil in Asia: A Crisis of Globalization J.Price Rethinking Global Strategies M.G.Cohen Alternatives to Oppressive Globalization J.Wiseman Index
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 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