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Record W1650169457

From Leeches to Economic Science

2003· article· en· W1650169457 on OpenAlexaff
Bruce Anderson

Bibliographic record

VenueThe Journal of Macrodynamic Analysis (Memorial University of Newfoundland) · 2003
Typearticle
Languageen
FieldMedicine
TopicLeech Biology and Applications
Canadian institutionsSaint Mary's University
Fundersnot available
KeywordsEconomic scienceSocial scienceSociology
DOInot available

Abstract

fetched live from OpenAlex

millennium the precisions of Schumpeter and Lonergan and Kalecki regarding these functions and their control will be common talk, a common ethos.Random transfusions of government blood and the casinos of economic leeching will be identified, ridiculed, abhorred, in their unintelligent destructive ugliness. 1But we are not there yet.How can we get moving from leeches to economic science?What actions can we take to initiate the shift toward a time in the future when economists take the basic, surplus, and redistributive circuits for granted?This is the subject matter of Philip McShane's recent book Pastkeynes Pastmodern Economics: A Fresh Pragmatism.Pastkeynes Pastmodern Economics is Philip McShane's fourth major effort to generate serious interest in Bernard Lonergan's achievement in the field of economics.McShane's previous works include Lonergan's Challenge to the University and the Economy, Economics for Everyone, and Beyond Establishment Economics.Unfortunately, even with these books and Bernard Lonergan's two volumes, For A New Political Economy and Macrodynamic Analysis, Lonergan's challenge to the economy remains to be accepted.What, then, are the strategies on offer in Pastkeynes Pastmodern Economics that point towards economic science?

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 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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.312
Threshold uncertainty score0.350

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.009
GPT teacher head0.249
Teacher spread0.240 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2003
Admission routes1
Has abstractyes

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