Bibliographic record
Abstract
Abstract The pragmatism—anti‐pragmatism debate concerns whether practical considerations can constitute genuinely normative wrong‐kind reasons (WKRs) for and against doxastic attitudes, whereas the encroachment—anti‐encroachment debate concerns whether practical considerations can affect what right‐kind reasons (RKRs) one has or needs to have in order to enjoy some epistemic status. While these are two separate issues, my main aim is to show that pragmatists have a plausible debunking explanation to offer of encroachment cases: that the practical considerations in these cases only generate WKRs against belief, rather than affect the RKRs one has or needs to have, so that the agents in these cases ought to withhold belief, but only in a practical or all‐things‐considered sense. Moreover, I argue that the pragmatist debunker's explanation of what's going on in encroachment cases is more plausible than the encroacher's because they're structurally identical to cases involving WKRs against other attitudes like admiration and fear. These analogous WKR‐cases not only support the surprising conclusion that pragmatists should be anti‐encroachers, but they also challenge the encroacher's view independently of whether pragmatism is true.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
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 teacher head, 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".