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Record W1218073720 · doi:10.4324/9781351279680

Earth Matters

2017· book· es· W1218073720 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typebook
Languagees
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsEarth (classical element)AstrobiologyGeologyPhysicsAstronomy

Abstract

fetched live from OpenAlex

Foreword Wayne Bergmann, Executive Director, Kimberley Land Council Introduction Ciaran O'Faircheallaigh, Department of Politics and Public Policy, Griffith University, Australia 1. Corporate social responsibility and democratisation: opportunities and obstacles Katherine Trebeck, Research and Policy Executive, the Wise Group, Glasgow, UK 2. The impact of resource development on social ties: theory and methods for assessment Sharman Haley, Institute of Social and Economic Research, University of Alaska Anchorage, USA, and James Magdanz, Alaska Department of Fish and Game, Kotzebue Alaska, USA 3. Realising solidarity: indigenous peoples and NGOs in the contested terrains of mining and corporate accountability Catherine Coumans, MiningWatch Canada 4. Understanding corporate-Aboriginal agreements on mineral development: a conceptual framework Ciaran O'Faircheallaigh, Department of Politics and Public Policy, Griffith University, Australia 5. Indigenous peoples, corporate social responsibility and the fragility of the interpersonal domain Richie Howitt, Department of Human Geography, Macquarie University, Australia, and Rebecca Lawrence, Department of Sociology, University of Stockholm, Sweden 6. Corporate engagement with indigenous women in the minerals industry: making space for theory Ginger Gibson, Norman B. Keevil Institute of Mining Engineering, University of British Columbia, Canada, and Deanna Kemp, Centre for Social Responsibility in Mining, University of Queensland, Australia 7. Archaeological heritage and traditional forests within the logging economy of British Columbia: an opportunity for corporate social responsibility Bill Angelbeck, Department of Anthropology, University of British Columbia, Canada 8. Indigenous employment outcomes in the Australian mining industry Tanuja Barker, Centre for Social Responsibility in Mining, University of Queensland, Australia 9. The fragmentation of responsibilities in the Melanesian mining sector Colin Filer and John Burton, Research School of Pacific and Asian Studies, Australian National University, and Glenn Banks, School of People, Environment and Planning, Massey University, New Zealand 10. Shareholder activism and corporate behaviour in Ecuador: a comparative study of two oil ventures Emily McAteer, RiskMetrics Group, USA, Jamie Cerretti, Environment America, USA, and Saleem H. Ali, University of Vermont, USA 11. Environmental justice concerns with transnational mining operations: exploring the limitations of post-crisis community dialogues in Peru Isabelle Anguelovski, Department of Urban Studies and Planning, Massachusetts Institute of Technology, USA 12. Indigenous people and mineral resource extraction in Russia: the case of diamonds Susan A. Crate, Department of Environmental Science and Policy, George Mason University, USA, and Natalia Yakovleva, BRASS Research Centre, Cardiff University, UK 13. Conclusion Saleem H. Ali, University of Vermont, USA

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.033
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.009

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.

Opus teacher head0.011
GPT teacher head0.201
Teacher spread0.190 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Quick stats

Citations36
Published2017
Admission routes1
Has abstractyes

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