If You Change Your Mind: Relationship Between Implicit Theory and Materialism
Bibliographic record
Abstract
Materialistic individuals engage in consumption behaviours and hold materialistic values to avoid emotional and physiological negative experiences. Some avoidance strategies, such as cognitive deconstruction, living in the present, or constant need to acquire materialistic items, are utilized to protect self-identity against any negativity. Implicit theory is the belief that attributes, or values are malleable (incremental) or fixed (entity). The present experimental research examines the relationship between implicit theory and materialism among undergraduate students. Study one involves inducing an incremental or entity mindset and then measuring the participants’ materialistic values. It predicted that those with entity mindset will hold more materialistic values than both the incremental and control group. Study two involves inducing materialistic values and then evaluating a participant's mindset. It is predicted that those with higher materialistic values will likely hold an entity mindset rather than an incremental mindset. Department: Psychology Faculty Mentor: Dr. David Watson
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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 | 0.004 | 0.031 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".