Issues

• Stage 1 discovery: Europe PMC holds abstracts for 85% of Observatory works OpenAlex left title-only — 66% carry the replication stem

  forrtproject/flora-extractor#213 · Filter by author LukasWallrich opened on Sep 24, 2026

• Consider Jev as classifier, at least for cheap path

  forrtproject/flora-extractor#212 · Filter by author LukasWallrich opened on Sep 24, 2026
  

• Check and potentially implement Deepseek caching & consider moving to 4.1 flash

  forrtproject/flora-extractor#211 · Filter by author LukasWallrich opened on Sep 24, 2026
  

• Junk OpenAlex records carrying a real paper's DOI pass the screen and fuse two papers at extraction

  forrtproject/flora-extractor#210 · Filter by author LukasWallrich opened on Sep 22, 2026

• Stage 1: incremental pool updates — add new snapshot partitions without a full rescan or a full re-sync

  enhancementstage-1
  forrtproject/flora-extractor#203 · Filter by author Rohan-Tondlekar opened on Sep 1, 2026

• osf_registration_guid() returns the path segment before the guid, collapsing 55 works onto one identifier

  stage-3
  forrtproject/flora-extractor#201 · Filter by author LukasWallrich opened on Aug 13, 2026

• One OSF record ships as several rows: OpenAlex work ids are not deduplicated by OSF guid

  stage-2
  forrtproject/flora-extractor#200 · Filter by author LukasWallrich opened on Aug 13, 2026
  1

• Merge DOI-less duplicate work ids before the next validation import

  stage-2
  forrtproject/flora-extractor#199 · Filter by author LukasWallrich opened on Aug 13, 2026

• Stage 3 audit 2026-08-13: partial results coded successful, self-record links, quote-source provenance

  stage-3
  forrtproject/flora-extractor#198 · Filter by author LukasWallrich opened on Aug 12, 2026

• doi_r is never verified, and ~2/3 of the pool's low-id works carry another paper's DOI

  bugstage-3
  forrtproject/flora-extractor#197 · Filter by author LukasWallrich opened on Aug 12, 2026

• Screen OSF registrations on their registration content, not the stored abstract

  stage-2
  forrtproject/flora-extractor#196 · Filter by author LukasWallrich opened on Aug 12, 2026
  3

• Per-release recall monitor against flora.csv in the dashboard rules view (supersedes #151)

  stage-2
  forrtproject/flora-extractor#195 · Filter by author LukasWallrich opened on Aug 12, 2026

• Direct-PDF rung: ask for outcome and classification, not references only (supersedes #92)

  stage-3
  forrtproject/flora-extractor#194 · Filter by author LukasWallrich opened on Aug 12, 2026

• Full-text acquisition: five routes measured to work that the waterfall does not try

  stage-3
  forrtproject/flora-extractor#188 · Filter by author LukasWallrich opened on Aug 8, 2026
  2

• Pre-screen override: land the 16 widened signal patterns, re-measured against the screen_cheap pile

  stage-2
  forrtproject/flora-extractor#168 · Filter by author LukasWallrich opened on Aug 5, 2026
  1

• Deposit → parent linkage worklist for discarded artifacts (deferred; measure the loss first)

  stage-2
  forrtproject/flora-extractor#157 · Filter by author LukasWallrich opened on Aug 4, 2026

• Develop the reproduction routing rule on its own evidence

  stage-2
  forrtproject/flora-extractor#155 · Filter by author LukasWallrich opened on Aug 4, 2026

• Archive reject verdicts to HF so Postgres holds only what validation still needs

  stage-2
  forrtproject/flora-extractor#153 · Filter by author LukasWallrich opened on Aug 4, 2026

• Stage 1: curated harvester for OSF/I4R/HAL/EconStor reproduction reports

  stage-1
  forrtproject/flora-extractor#150 · Filter by author LukasWallrich opened on Aug 3, 2026
  1

• Measured keyword rule fixes: phrase morphology, title-phrase rescue, TECHNICAL_*/GWAS exclusions

  stage-2
  forrtproject/flora-extractor#147 · Filter by author LukasWallrich opened on Aug 3, 2026
  1

• Stage B and beyond: staged processing of the snapshot corpus (supersedes screening-ladder rework plan)

  stage-1stage-2
  forrtproject/flora-extractor#144 · Filter by author LukasWallrich opened on Aug 3, 2026
  2

• Prompt backlog from audit annotations (unapplied comment decisions)

  forrtproject/flora-extractor#109 · Filter by author LukasWallrich opened on Aug 1, 2026

• study_r / study_o must be study identifiers everywhere, never paper titles

  stage-3
  forrtproject/flora-extractor#103 · Filter by author LukasWallrich opened on Jul 31, 2026
  1

• Get 800 failed 2011-2021 replications to Josefina

  forrtproject/flora-extractor#71 · Filter by author LukasWallrich opened on Jul 23, 2026
  1

  

• Empirical validation agenda for the technical report (tracking)

  documentationenhancement
  forrtproject/flora-extractor#52 · Filter by author LukasWallrich opened on Jul 16, 2026
  1