The Political Economy of Resource Extraction: Indigenous Peoples, Multinational Corporations and the State
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
Transnational Governmentality in the Context of Resource Extraction S.Sawyer & E.T.Gomez On Indigenous Identity and a Language of Rights S.Sawyer & E.T.Gomez State, Capital, Multinational Institutions and Indigenous Peoples S.Sawyer & E.T.Gomez Indigenous Rights, Mining Corporations and the Australian State J.Altman Extracting Justice: Natural Gas, Indigenous Mobilization and the Bolivian State T.Perreault The Broker State and the 'Inevitability' of Progress: The Camisea Project and Indigenous Peoples in Peru P.Urteaga-Crovetto Development, Power and Identity Politics in the Philippines R.D.Rovillos & V.Tauli-Corpuz The Nigerian State, Multinational Oil Corporations and the Indigenous Communities of the Niger Delta B.Naanen Identity, Power and Development: The Kondhs in Orissa, India V.Xaxa Public-Private Partnership and Institutional Capture: The State, International Institutions and Indigenous Peoples in Chad and Cameroon K.Horta Identity, Power and Rights: The State, International Institutions and Indigenous Peoples in Canada M.Davis Attending to the Paradox: Public Governance and Inclusive International Platforms S.Sawyer & E.T.Gomez Appendix 1: International Conventions and IFI Policies on Indigenous Rights Appendix 2: Cross-Section of Domestic Legislation Pertaining to Indigenous Rights Appendix 3: Legal Institutions and Authorities for the Enforcement of Indigenous Rights
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) | 0.000 | 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