Control Motivation and Uncertainty: Information Processing or Avoidance in Moderate Depressives and Nondepressives
Bibliographic record
Abstract
Two studies investigated the uncertainty orientation model of self-regulation as it relates to control motivation in moderate depressives and nondepressives. It was hypothesized that moderately depressed persons would be more likely than nondepressed persons to process information when control deprived, as opposed to nondeprived, only if they were uncertainty oriented. Certainty-oriented persons were expected to decrease information processing under these conditions. Participants differing in uncertainty orientation and depression level were assessed for information processing following control deprivation or no deprivation. In Study 1, desire for information about the deprivation task was assessed and participants were given a second performance task. In Study 2, information seeking was measured while reading about social outcomes. The expected three-factor interaction was found to be significant on measures of information seeking and performance in both studies. A model to represent these findings is proposed, as are implications for research on depression, coping, and control.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".