PCDVR research · 02 / 03

Testing word boundaries.

Comparing complete trajectories with word-boundary baselines in the current dataset.

From Experiment 21H to 21I

Testing word boundaries.

In the two-block condition, mean accuracy was 45.9%, with 78.4% of directed adjacency retained on average. Rearranging blocks also changes boundary positions. Experiment 21I compared word-boundary representations and controls to examine this factor.

The block-rearrangement test · 21H

1,000 controls per condition.

Full ordered trajectory70.2%70.2%
Two blocks, rearranged45.9%45.9%

Randomly cut every >=4-state word into 2, 3, or 4 contiguous blocks, preserve exact order within each block, forbid the original block ordering, and independently permute block order in both reference and challenge sets. Compare with an individual-state shuffle.

93 reference words, 47 challenge words, four families. The two-block shuffle’s central 95% accuracy interval was 34.0%–57.4%; this is a distribution of controls, not a confidence interval for generalization.

Experiment 21I · 93 reference / 47 challenge words

Comparing final characters, final states, and full paths.

Raw last character66.0%66.0%
PCDVR last state66.1%66.1%
PCDVR full ordered trajectory70.2%70.2%

On this challenge, tie-aware accuracy was 66.0% for the raw final character, 66.1% for the PCDVR final state, and 70.2% for the full trajectory. These measurements do not establish an advantage beyond ordinary spelling or isolate the cause of the difference.

These bars use tie-aware fractional accuracy: when multiple families tie for best, credit is shared among the tied families if the true family is included. Four-family equal-choice chance is 25%.

Why the scoring detail matters

The raw-final-character and PCDVR-final-state diagnostics each had 19 tied queries out of 47. Deterministic tie-breaking scored both at 72.3%; tie-aware scores were 66.0% and 66.1%. The full trajectory had no ties and scored 33/47 (70.2%) either way.

Prefix- and suffix-preserving controls

Random cyclic rotation45.9%45.9%
Preserve first 2 states53.8%53.8%
Preserve last 2 states62.3%62.3%

Means across 500 controls per condition. The last-two-state condition had higher mean accuracy than the first-two-state condition in this experiment. Whether boundary placement accounts for the earlier performance change remains a question for further controlled tests.

Boundary effects must be compared with raw first/last-character baselines. A strong suffix/end effect can be ordinary orthography rather than a special PCDVR property. These results do not quantify how much independent signal remains after all ordinary spelling effects are controlled.

Experiment 22 · Now reported

Testing the remaining signal.

The orthographic residual challenge did not detect residual word-family signal under its declared spelling controls in the fixed dataset. The classification phase is now in intermission.

Experiment 22 and the Star Branch →

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