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Record W2936702468

The future of macroeconomics : a discussion of a paper by John Muellbauer

2018· other· en· W2936702468 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

VenueWarwick Research Archive Portal (University of Warwick) · 2018
Typeother
Languageen
FieldSocial Sciences
TopicInformation Society and Technology Trends
Canadian institutionsnot available
Fundersnot available
KeywordsTheme (computing)Economic JusticeEpistemologySociologyPositive economicsPhilosophyPolitical scienceEconomicsLawComputer science
DOInot available

Abstract

fetched live from OpenAlex

Let me start out by saying that, in a 10 - minute discussion it's difficult to do justice to everything that's in John's very interesting paper. I'm going to draw on what I take to be three themes. The first theme, that John did not say a huge amount about , is that clearly some of the DSGE models we've been working with have not been particularly successful. 
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\nSecondly, John mentioned a couple of people that he's found very insightful. One is David Hendry and one is Joe Stiglitz and I echo that sentiment. I n my first job at the University of Toronto I went to see Joe Stiglitz give a talk. At the time, I didn't really have a clear thesis topic. My thesis ended up being inspired by that talk; so the notion that there are some very important insights in what we call the information revolution in economics is one that I endorse wholeheartedly. 
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\nFinally, one of the things I'd like to talk about in this discussion is what we can learn from the information revolution. My view is that what we can learn is perhaps even a little more radical than some of the things that John drew attention to. 
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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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.066
Threshold uncertainty score1.000

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 studies0.0010.008
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.012
GPT teacher head0.279
Teacher spread0.267 · 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