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
The paper outlines an attempt at phenomenological description of two intermingled dimensions of human vulnerability. First, vulnerability understood as an essential dimension in the constitution of embodiment and second, vulnerability in regard to trust, as a form of emotive interpersonal disposition. In either case, vulnerability does not only refer to mere physical fragility but to the situational horizon where from emerge progressive anticipations of “possible harm”. According to this account, vulnerability appears as a practical horizon of emotional awareness of risk involving not only bodily fragility but a dimension of concrete existence of individual persons, namely, the intimate affectation of being harmed, injured or deprived or a practical aim. In this context the paper claims for a second and more radical sense of vulnerability that problematize the classical account of emotive protentionality, following Anthony Steinbock´s description of moral emotions. In this regard, vulnerability of trust involves an emotional risk and fragility that opens to consideration a dimension of human existence revealing human persons in their absolute and individual concreteness.
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) | 0.003 | 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