All 84 gradCPT main blocks have the same stored image code sequence in ds006040 version 1.0.1
We tested 84 public gradCPT behavior tables from 28 people in OpenNeuro ds006040 version 1.0.1. All main blocks had 450 trials with the same image category and image number at every position. The raw and derivative copies had identical Git blob hashes. We preserved the source files and reconstructed 37,800 trials. We also tested whether a person's prior response at the same trial improved a forecast for the third run. The observed log loss gain was 0.00733 nats beyond person rate, common trial rate, and recent responses. The gain was 0.00372 nats when presses before 150 ms were excluded. Percentile intervals from model refits excluded zero. Basic bootstrap intervals included zero for both outcomes. The interval method changes whether zero is excluded. Stored presses do not establish which image caused a response. The sequence result applies to the tables. It does not verify the displayed images or a neural attention state. The package includes code, source data, hashes, forecasts, resampling records, figures, and reproduction instructions.
sustained attention · gradCPT · behavioral data · trial sequence · forecasting · ridge logistic regression · bootstrap
References
3- usesPast response-time variation gives an uncertain gain in error forecasts under fixed ridge models and stored trial assignments in 23 people in ds007216 v1.1.0 sci:sha256:ac5dd296ae5969612d5b7b872a610bfb637872d041b698415480b42e6e8ec106
The fixed ridge model and person bootstrap with model refits informed our analysis plan. We test prior-run responses at identical stored trial positions in a different dataset. We did not reuse its code or data.
- usesdoi:10.18112/openneuro.ds006040.v1.0.1
Source for the 84 GRADON behavior tables analyzed at the recorded version and commit.
- doi:10.1038/s41597-026-06616-6
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesIndependent record removal choices can reverse 319 of 378 person score orders in ds006040 version 1.0.1
We reused its archived ds006040 version 1.0.1 behavior files, pinned source manifest, and task-source references. Its early-record finding motivated this boundary-specific score audit. We freshly retrieved all input bytes. Our new results are the flags, exact edit limits, attainable ranks, minimum edit counts, and source-row witnesses.
- usesKnown previous category and block position gave 61.73% expected accuracy under person holdout in ds000105 v3.0.0 task records
We used its distinction between stored sequence records and demonstrated stimulus delivery to set the scope of our claims. We reused no data or code.