Portrait des pratiques liées à l’usage du <i>Stanford presenteeism scale</i> (SPS-6) en recherche : une étude comparant les propriétés de trois versions différentes de l’instrument
Bibliographic record
Abstract
Cette étude effectue un portrait des pratiques liées à l’usage du Stanford Presenteeism Scale (SPS-6) en recherche, un instrument couramment utilisé dans les travaux sur le présentéisme. Deux cent trente-huit travailleurs divisés en trois groupes ont participé à l’étude : un complétant le questionnaire dans sa version originale et les autres répondants aux deux versions expérimentales (l’une dont les items sont de forme positive et l’autre dont les items sont de formes négatives). Les résultats montrent que les versions expérimentales présentent des structures unidimensionnelles et des patrons corrélationnels similaires à ceux de la version originale. Des guides à l’usage des différentes versions du SPS-6 sont discutés en conclusion.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.015 | 0.028 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".