round-7: disjoint encoder pipeline (data/openpom_curated_disjoint.csv)

chore: untrack large generated artifacts from source repo; ignore them

chore: READY gate state, material_profiles v11_5 refresh, source-population AI review, repair-pairs benchmark

feat: expand substitution-triplet benchmark 8 -> 20

feat: full molequles multi-tag target space (575-dim ablation arm)

feat: curated perfumer tiers for 15 residual CAS (coverage 99.80%)

feat: prospective formula benchmark (40 in-silico formulas, blinded labels)

feat: complete representation ablation + discordant substitution triplets

feat: freeze representation validation gate

Complete catalog recovery and enrichment

v11.5 enrichment: VP/BP 67→340, structure 1731→1741, eval-pairs newly representable=3, leak-rejected=0, formula/MW-rejected=15

v11.3 eval set expanded: n=83 authoritative pairs, shape distribution=41/39/3

results(v11): report preregistered retrieval assessment

v11 retriever descriptors: top5=0.133, descriptor delta=0.033 kept

v11 material profile table: available fields, N=557, deferred enrichments

v11 evaluator: substitution eval set n=30, assessment interface

pimt v8 substantivity gate and pubchem cache

Add Fraterworks ingestion and upload data split support

feat: add WiseMoor v9 provenance dataset

data: add generated trajectory datasets

data: add literature formula references

feat: add Poucher substantivity targets

feat: expand descriptor target coverage

feat: use AI (OpenRouter) to classify GoodScents prose into perfume tiers

feat: merge Poucher and GoodScents tier labels

feat: fetch GoodScents substantivity data and calibrate thresholds

feat: extract perfumer tier labels from Poucher Vol II odour classification tables

persist shalimar extracted text and update predict script path

v4: time-aware objective head, physics-derived v2 targets, Pyrfume vocab

feat(data): wire structured Poucher profiles into text conditioning pipeline

feat(pino): literature seed integration, stratified dataset split, registry enrichment, and Space sync

feat(literature): ingest and seed human-designed fragrance skeletons

feat(scraper): TGSC enrichment with mmHg->Pa conversion and priority registry updates

feat: add Milestone 5 generative inverse-design composer (CMA-ES)