Native pollen mass with literal LandClim parameter names

The 39-bin screen consumes the same three Swedish Neotoma/EPD datasets and 13 common age bins as the held-out direct-pollen study. It reconstructs each full native NISP bin from the 16-taxon study matrix and its enumerated excluded counts. Each denominator closes exactly. The parameter names come from the source-bound LandClim PPE/FSP candidate ledger; only literal names with a distinct native NISP concept are counted. Digitized NISP concepts are not merged into the count denominator.

Site	Native NISP	Literal-name NISP	Fraction	Direct-pollen 16-taxon fraction
Abborrtjärnen	88,004	81,970	93.1435%	41.4958%
Bussjösjön	56,450	10,752	19.0469%	43.2223%
Bökesjön	42,548	14,512	34.1074%	57.1519%

These fractions measure text correspondence, not LRA-ready pollen mass. For example, Alnus is the largest unmatched native name at Abborrtjärnen and Bussjösjön, while the parameter table names Alnus glutinosa. Bökesjön's leading unmatched names are Corylus, Alnus and Quercus. Relabeling them from genus to species or another parameter taxon would require a qualified source decision. Even Abborrtjärnen's high literal fraction does not establish its historical basin geometry, appropriate PPE/FSP profile, complete counting denominator or LRA eligibility. All 39 bins remain unadmitted for LRA. The Bussjösjön basin review also records a 2.5264 km mismatch between a published lake-inventory point and the Neotoma site point; its 3 ha inventory area cannot be assigned to these pollen bins. The author taxonomy and parameter review uses the authors' explicit synonym table and model inputs to resolve name and parameter leads while retaining excluded and unmapped source mass.

The report pins every consumed path, byte count and SHA-256, the separate direct-pollen response fraction, and the largest unmatched native labels per site. Reproduce the output from the repository root with:

PYTHONDONTWRITEBYTECODE=1 .venv/bin/python -m \
  bijux_pollenomics_dev.source_completion.neotoma_parameter_mass \
  --repository . --output artifacts/jobs/neotoma-parameter-mass/replay

Compare bins.csv and report.json byte-for-byte with this directory. The producer refuses a changed source population, incomplete count denominator, changed parameter review state or a nonzero LRA admission claim.