Bibliographic record
Abstract
This paper explores the value of applying the ethics of care to scholarly communications work, particularly that of open-access (OA) librarians. The ethics of care is a feminist philosophical perspective that sees in the personal a new way to approach other facets of life, including the political and the professional. Care, in this context, is broadly construed as “a species of activity that includes everything we do to maintain, contain, and repair our ‘world’ so that we can live in it as well as possible” (Fisher & Tronto, 1990, p. 40). Joan Tronto outlined four elements of care: attentiveness, responsibility, competence, and responsiveness, and highlighted the value of care beyond the domestic sphere (1993). The ethics of care values care and relationships as instructive ways of framing and examining work, and has been applied in diverse disciplines, including education, nursing, social work, and even business. Several LIS professionals have considered the ethics of care in the context of library technologies (Henry, 2016) and digital humanities (Dohe, 2019), among others. The ethics of care can also provide inspiration for OA librarians as we think about the scope and nature of our work. What could open access librarians learn from the ethics of care? How might our practice change or evolve with the ethics of care as an underpinning philosophy? Who do we include in our circle of care while we undertake our work? The ethics of care provides a more expansive way to think about OA librarianship.
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How this classification was reachedexpand
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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.006 | 0.026 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".