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Record W4405602961 · doi:10.1080/21624887.2024.2438539

Hearts and mines. Communication, dissent and counterinsurgency around extractive projects from Canada to Colombia

2024· article· en· W4405602961 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCritical Studies on Security · 2024
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversité du Québec en OutaouaisUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsDissentDoctrineIndigenousSociologyPolitical scienceDemocracyLawNormativeAutonomyNorm (philosophy)Indigenous rightsLaw and economicsPolitical economyHuman rightsPolitics

Abstract

fetched live from OpenAlex

Extractivism has contributed to update Reason of State doctrines in Latin America since the mid-2000, translating cold-war categories – like that of the ‘internal enemy’ – into new ones better adapted to ‘reconciliation’ meta discourses. While the securitisation of extractive conflicts in Colombia builds on a well-established counterinsurgency expertise, emerging claims and mobilisations – around environmental issues, Indigenous rights and territorial autonomy – have also forced significant adaptations. This opened opportunities for extractive norm entrepreneurs to disseminate Canadian innovations for the management of the social environment surrounding extractive projects. These innovations can be summarised in two parts: 1. The subordination of law to practices of engagement and communication between companies and local communities through so-called Corporate Social Responsibility mechanisms; and 2. The projection of a moral imperative of transparency on communities and social actors. Beyond the strictly operational level, these normative innovations also articulate a specific kind of politico-legal doctrine aimed at mitigating the destabilising effects of emergent rights claims and neutralising the emancipatory potential of law. In this paper, we provide historical antecedents for the development of these innovations in Canada, analyse how norm entrepreneurs disseminate this doctrine between Canada and Colombia, and look at its implications for democratic uses of law.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score0.990

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)0.0000.000

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.

Opus teacher head0.023
GPT teacher head0.287
Teacher spread0.264 · 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