Review/recenzja: Christian Kock and Marcus Lantz (eds.). Rhetorical Argumentation: The Copenhagen School. Windsor, Ontario: Windsor Studies in Argumentation 2023
Bibliographic record
Abstract
The field of argumentation theory is a rich field, with rather deep divisions.In addition to the perhaps most important distinction between formal logic and practical argumentation, that is, between the study of logical-mathematical inferences and how people actually argue within different domains, there are several "schools" that study practical argumentation.One could say (as argumentation theorists like) that the various schools are based on three different perspectives on argumentation in Western thinking, inherited from classical times: logic, dialectic, and rhetoric.The title of this fine anthology, edited by Christian Kock and Marcus Lantz, reveals that it is concerned with a rhetorical look at argumentation.More specifically, the book presents insights into the work on argumentation theory from the Copenhagen milieu in rhetoric.This builds on the seminal work of Merete Jørgensen, Charlotte Onsberg, Christian Kock, and Lone Rørbech, consisting of both a textbook (Jørgensen & Onsberg 1987) and an empirical research project -"Rhetoric that moves votes".These have been the cornerstone of the Copenhagen research into and teaching of argumentation, and the background for their particular rhetorical perspective.How does a rhetorical perspective on argumentation differ from the others, such as informal logic (based in Windsor, Canada) or pragma-dialectics (based in Amsterdam)?The distinctive character, and advantages, of the Copenhagen school are clearly highlighted in the book's introduction: A rhetorical perspective on argumentation takes the functions argumentation has in a democratic society as its starting point -always from a normative angle.What does it take for argumentation to serve (deliberative) democracy?In this sense, the Copenhagen 1.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.006 | 0.014 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.005 | 0.006 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.031 | 0.028 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".