Subjectivism, instrumentalism, and prudentialism about reasons: On the normativity of instrumental transmission
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.
Bibliographic record
Abstract
Abstract According to a subjectivist theory, normative reasons are grounded in facts about our desires. According to an instrumentalist theory, reasons are grounded also in facts about the relevant means to desired objects. These are distinct theories. The widespread tendency to conflate the normativity of subjective and instrumentalist precepts obscures two facts. First, instrumentalist precepts incorporate a subjective element with an objective one. Second, combining these elements into a single theory of normative reasons requires explaining how and why they are to be combined. I argue that the most plausible justification for combining the two elements—which appeals to a theory of well‐being—exposes the inadequacy of the instrumentalist theory: The grounds required to justify the instrumentalist combination are also grounds for the normativity of prudential precepts and with them practical reasons that may have no internal connection to an agent's conative, motivational states.
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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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it