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Record W2121743790 · doi:10.1017/s0012217300006284

Response to Critics

2005· article· en· W2121743790 on OpenAlexaff
Joseph Heath

Bibliographic record

VenueDialogue · 2005
Typearticle
Languageen
FieldPhysics and Astronomy
TopicOpinion Dynamics and Social Influence
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCriticismEpistemologyConvictionPhilosophyAction (physics)New CriticismSet (abstract data type)AestheticsSociologyLawLiterary theoryLiterary criticismComputer sciencePolitical scienceLinguistics

Abstract

fetched live from OpenAlex

Like most books in philosophy, Communicative Action and Rational Choice contains a large number of arguments (six big ones, by my count, plus dozens of smaller ones). Each of these arguments I adhere to with a greater or lesser degree of conviction. Some of them I think are pretty decisive. In other cases, I was doing the philosophical equivalent of throwing things against the wall just to see what sticks. Of course, I did not present things that way in the book, choosing instead to dress up my scruffier arguments in the hope that they might appear to share the same pedigree as my more refined ones. It is thus a testament to the astuteness of my critics here that they have focused their criticism almost entirely on my more tentative arguments—especially my so-called “pragmatic theory of convergence,” which is less a theory than a set of suggestions about how a theory might be constructed. Thus my desire to defend these arguments against criticism, which predominates in what follows, should be understood also as tempered by the recognition that much of what I say may ultimately prove to be unsustainable.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.935
Threshold uncertainty score0.654

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)0.0000.001

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 head0.011
GPT teacher head0.286
Teacher spread0.275 · 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 designNot applicable
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
Published2005
Admission routes1
Has abstractyes

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