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
Combining phenomenological insights from Brentano and Sartre, but also drawing on recent work on consciousness by analytic philosophers, this book defends the view that conscious states are reflexive, and necessarily so, i.e., that they have a built-in, “implicit” awareness of their own occurrence, such that the subject of a conscious state has an immediate, non-objectual acquaintance with it. As part of this investigation, the book also explores the relationship between reflexivity and the phenomenal, or “what-it-is-like,” dimension of conscious experience, defending the innovative thesis that phenomenal character is constituted by the implicit self-awareness built into every conscious state. This account stands in marked contrast to most influential extant theories of phenomenal character, including qualia theories, according to which phenomenal character is a matter of having phenomenal sensations, and representationalism, according to which phenomenal character is constituted by representational content. (Series A)
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.018 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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