MétaCan
Menu
Back to cohort
Record W4232158781 · doi:10.1017/s0012217320000116

Introduction

2020· article· en· W4232158781 on OpenAlexaboutno aff
Olivia Sultanescu

Bibliographic record

VenueDialogue · 2020
Typearticle
Languageen
FieldArts and Humanities
TopicEpistemology, Ethics, and Metaphysics
Canadian institutionsnot available
Fundersnot available
KeywordsArgument (complex analysis)SpellPhilosophySketchEpistemologyTriangulationMillerSociologyTheologyComputer scienceCartography

Abstract

fetched live from OpenAlex

ABSTRACT In Donald Davidson's Triangulation Argument: A Philosophical Inquiry , Robert H. Myers and Claudine Verheggen spell out, and extensively build on, the triangulation argument advanced by Donald Davidson. This paper is an introduction to a symposium devoted to their development of that argument. The symposium began in 2018 as an authors-meet-critics session at the Canadian Philosophical Association Annual Congress, and consists in the responses of three critics, Kirk Ludwig, Alexander Miller, and Paul Hurley, followed by Verheggen's and Myers's replies. I offer a brief sketch of each of the two parts of the book, and an overview of the questions raised by the critics.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.869
Threshold uncertainty score1.000

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)0.0010.001

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 head0.080
GPT teacher head0.243
Teacher spread0.163 · 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.

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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueDialogueSame topicEpistemology, Ethics, and MetaphysicsFrench-language works237,207