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Record W2491900047 · doi:10.25336/p6rp60

Why Nations Fail: The Origins of Power, Prosperity and Poverty

2015· article· en· W2491900047 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.

venuePublished in a venue whose home country is Canada.
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

VenueCanadian Studies in Population · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Systems and Global Transformations
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityPovertyDevelopment economicsPower (physics)EconomicsEconomic growthPolitical science

Abstract

fetched live from OpenAlex

A physicist would be mocked for proclaiming that only one of the four subatomic forces really mattered. A chemist would be shunned for claiming that only covalent bonds should be studied. And a physiologist would be laughed at for arguing that only the digestive system determines an organism's wellbeing and development. But social scientists can still be applauded (as several Nobel Laureates do in the frontmatter of this book) for arguing that there is only one predominant cause of economic growth, and for actively dismissing all alternative explanations. This is not to say that the authors' core arguments lack merit. Many social sciences have in recent decades appreciated the importance of institutions that give people confidence, freedom, and incentives to invest and exchange. And many scholars have noted that this type of economic institution is more likely to be found in societies with political institutions that are characterized also by freedoms and rights and pluralism. Readers of this journal may especially appreciate the argument in the early chapters that it was low population densities that encouraged "inclusive" political and economic institutions in what would become the United States, whereas higher population densities (coupled with the resources to be extracted from these populations) encouraged elitist "extractive" institutions across much of Latin America. (Population is largely ignored in other case studies.)

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.696
Threshold uncertainty score0.304

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.077
GPT teacher head0.359
Teacher spread0.282 · 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