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 In the philosophical literature, it is customary to think of perception as being assessable with respect to epistemic norms. For example, the whole discussion around disjunctivism, which is now often considered to be the dominant, if not the default, position in philosophy of perception, is framed and motivated by epistemological concerns about truth and falsity. This book argues that perception is normative in another, more fundamental, sense. Perception is governed by norms that I call perceptual, that is, immanent to its own structure. This does not mean that perceptual norms are cut off from external facts; rather, it means that they are constitutive moments of our experience of these facts. Perceptual norms are constitutive or enabling norms in that they establish what perception is. To articulate this, the book draws on the repertoire of the phenomenological tradition, in the work of Edmund Husserl and Maurice Merleau-Ponty in particular. For both phenomenologists, perception obtains when it unfolds concordantly or coherently, and when the perceptual progression corresponds to one’s goal or interest, perception can also be said to be optimal. From the phenomenological point of view, concordance and optimality are the basic perceptual norms governing perceptual experience, and the book clarifies their meaning and addresses the philosophical consequences that follow. The first two chapters outline Husserl’s and Merleau-Ponty’s account of perception, illusions, and hallucinations. The following five chapters put the author’s theory to test in the broader philosophical landscape by engaging in five ongoing debates in philosophy of mind and perception.
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.
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 | 0.000 | 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 | 0.000 |
| 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