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 Ordinary interactions are the primary vehicle through which we show respect, give social pleasure, and grease the wheels of healthy sociality. When we do an interactional wrong to someone, we not only convey disrespect by disregarding their interactional needs, but also cause them social pain and erode healthy social relations. Interactional ethics – the study of the ethics of interacting – concerns both our conduct within our interactions and our broader interactional style. The existing philosophical literature in this area has not yet provided a detailed analysis of the three discrete stages of an ordinary interaction – the initiation stage, the execution stage, and the conclusion stage – or of the specific wrongs beyond disrespect that we can do at each stage. This article develops novel and useful tools to analyse interactional wrongs that both compromise our wellbeing by causing us social pain and threaten healthy sociality. It then distinguishes various patterns of interactional wrongdoing – i.e. interactional vices – that we can manifest as we seek to control with whom we interact and how.
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) | 0.000 | 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 | 0.001 |
| 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