Using a Multiple-Schedule Procedure to Signal the Availability of Attention: Three Demonstrations
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
Adjudicated adolescents detained in residential facilities for illegal sexual behavior, as well as adolescents living at home, may engage in problem behaviors such as excessive vocalizations. In residential detention facilities, these excessive vocalizations may result in disciplinary action and loss of privileges. Moreover, excessive vocalizations may also reduce the amount of positive social interactions that staff members and caregivers have with the adolescents. The current study evaluated a multiple-schedule procedure for reducing excessive vocalizations displayed by three adolescents. The procedure involved (a) a red card to signal that attention was not available and (b) either a green card or no card to signal that attention was available. Results show that the participants learned to abstain from vocalizing for up to 30 min when a caregiver presented the red card. In addition, the treatment effects persisted during generalization assessment sessions.
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 | 0.000 | 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it