Authenticity as a eudaimonic construct: The relationships among authenticity, values, and valence
Bibliographic record
Abstract
The construct of authenticity is thought of as an expression of individuality and eudaimonic well-being. Yet, previous research has related state authenticity more to positive affect and pleasant behavior. We examine the extent to which feeling authentic is a reflection of personally held standards of worth (values) and authenticity’s relationship with affective states. We also examine whether feelings of authenticity are facilitated by dispositional authenticity. Study 1 had participants debate benevolent behavior (N = 199). In study two (N = 124) and three (N = 146), participants described memories where they acted in concordance or against their values, in both pleasant and unpleasant contexts. We found a relationship between acting in accordance with one’s values and experiencing authenticity, thus demonstrating that authenticity is a form of eudaimonic well-being, which is closely related to, but distinct from, affective states. We found less consistent associations between dispositional authenticity and momentary authentic feelings.
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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 | 0.002 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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; 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".