In it together: Shared reality with instrumental others is linked to goal success.
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
= 1,326) explored (a) whether people experience shared reality-the perception of shared attitudes and judgments about the world-with IOs and (b) whether those who do so achieve greater goal success. Participants perceiving their romantic partner as instrumental for their goals experienced more shared reality with them (Study 1); participants also reported greater shared reality with IOs relative to noninstrumental others (NIO; Study 2). Higher shared reality with IOs was linked to more goal success initially, (Studies 2-4), 3-4 weeks later (Study 2c), and higher grade point averages (Study 4). These effects held when controlling for IO liking, closeness, epistemic trust, and NIO shared reality. Self-efficacy consistently mediated the effect of IO shared reality on goal success, indicating that IO shared reality may bolster people's epistemic confidence in their abilities. Overall, findings suggest that shared reality with IOs may play an important role in goal success. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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 | 0.001 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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