Experimentally assigned condition discrimination

Source-derived companion to gp3ml 0.3.0 vignette assigned-condition-discrimination.Rmd. R code blocks are omitted here; the Python companion script is under examples/assigned-condition-discrimination.py.

Declared task

The label is the experimentally assigned condition. The workflow assesses whether predeclared measurements discriminate that assignment. It does not establish psychological interpretation or causal mechanism.

Explicit candidate grid

No candidate is selected automatically. A selection requires an explicit metric, direction, and human rationale.