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Record W4233577550 · doi:10.1515/me-2018-0010

The Two Movements in Economic Thought, 1700–2000: Empty Economic Boxes Revisited

2018· article· en· W4233577550 on OpenAlexfundno aff
Deirdre N. McCloskey

Bibliographic record

VenueMan and the Economy · 2018
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Theory and Institutions
Canadian institutionsnot available
FundersUniversity of Toronto
KeywordsVeblen goodContemptPositive economicsCapitalismNeoclassical economicsPoliticsNormativeEconomicsSociologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

Abstract My theme is of a Rise and a Fall of understanding, coming from a failure to measure ones understanding. Down to 1848 the new field of political economy was gradually coming to understand the system of market-tested betterment (lamentably called by its enemies “capitalism”). After 1848, however, more and more of the economists, as they increasingly called themselves, came gradually to mis understand it. Indeed, the political left and the middle came to treat the theories of exchange-tested betterment with angry contempt, such as Thorstein Veblen’s blast against English economics, with its allegedly necessary assumption of the «hedonistic conception of man… of a lightning calculator of pleasures and pains, who oscillates like a homogeneous globule of desire of happiness under the impulse of stimuli» (Veblen, Thorstein. 1898. “Why Is Economics Not an Evolutionary Science?,” Quarterly Journal of Economics 12(July): 373–397). “Imperfections” in the market took center stage in economics, and the understanding that had developed during the Rise was at best forgotten, or at worst condemned as “capitalist” propaganda, so obviously false that no actual measurement of its falsity need be offered.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.995
Threshold uncertainty score0.154

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.014
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.006
Science and technology studies0.0050.043
Scholarly communication0.0150.026
Open science0.0010.006
Research integrity0.0060.012
Insufficient payload (model declined to judge)0.0070.001

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 head0.015
GPT teacher head0.223
Teacher spread0.208 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2018
Admission routes1
Has abstractyes

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