Run the generic K=1 double-well calibration path — k1_double_well

Runs the configured single-omic-layer decomposition and cross-sectional dynamics strategy on one disclosed synthetic control. The return value contains recovery diagnostics but deliberately contains no acceptance/pass judgement.

Usage

k1_double_well_calibration(
  n = 200L,
  p = 100L,
  noise_sd = 0.05,
  beta = 2,
  seed = 42L,
  config = .k1_double_well_calibration_config()
)

Arguments

n: integer number of independent cross-sectional observations
p: integer number of expression features
noise_sd: numeric expression noise standard deviation
beta: numeric inverse temperature for the double-well distribution
seed: integer reproducibility seed
config: explicit PipelineConfig; defaults to an exploratory calibration configuration using registered svd and kde_logdensity strategies

Value

named list of labelled non-evidentiary calibration diagnostics, including deterministic config/input digests and stage provenance