VaultVault Gaps Report

Vault Gaps Report

Vault Gaps Report

gaps:
  unrepresented_regions: [Guam, Southeast Asia]        # enum regions with zero or one entries (Guam: 1, Southeast Asia: 1); no enum region has zero entries
  thin_audiences: [Researchers]                        # lowest real coverage (11 entries); all other audience values have 17+
  missing_types: [Organization, Person]                # type values with zero entries; Dataset is thin (1 entry)
  language_gaps: [chanst3d-sla-printer, chengdu-huiya-farm, china-rural-revitalization-policy, education-power-plan-2024-2035, german-sensor-school-guide, haimen-shared-farm, hk-steam-iot-aquaponics-materials, kurikulum-merdeka, nanning-youth-3d-printing, open3d-education, panama-ley-465, prusa-education, seven-ministry-stem-education-guidelines-2025, tsinghua-it-textbook-aquaponics, vertical-farming-project-china, zhangjiajie-rural-teacher-3d-printing]  # non-English sources with translation_available false/unknown (zh x9, de, id, pt, es, cs)
  broken_links: [menominee-nation-aquaponics (404), zhangjiajie-rural-teacher-3d-printing (unreachable), kurikulum-merdeka (unreachable), haimen-shared-farm (HTTP 403 bot/geo-block), malama-hawaii (HTTP 403 bot-block), printables-hydroponics (HTTP 403 bot-block), stl-finder (HTTP 403 bot-block)]
  orphan_notes: [access-3dp-erasmus, chanst3d-sla-printer, dzakovich-lab-protocols-stl, german-sensor-school-guide, harvesting-knowledge-act-2023, hydro-mod, interactive-hydroponics-textbook, kurikulum-merdeka, menominee-nation-aquaponics, mtu-open-source-3d-printing, open3d-education, panama-ley-465, project-feed-1010, purdue-aquaponics-farming-fish, roof-water-farm-greywater, stl-finder, tamu-healthier-living-hydroponics, vertical-farming-project-china, wikibooks-3d-printing]
  schema_exceptions: [status-unknown-mapped-to-Dormant (chanst3d-sla-printer, german-sensor-school-guide, hydro-mod, interactive-hydroponics-textbook, vertical-farming-project-china, was-engineering-spreadsheets), translation_available-nonboolean-unknown (german-sensor-school-guide, interactive-hydroponics-textbook, vertical-farming-project-china), language-unknown (hydro-mod, interactive-hydroponics-textbook)]
  unverified_resources: [chengdu-huiya-farm, german-sensor-school-guide, hydro-mod, interactive-hydroponics-textbook, tsinghua-it-textbook-aquaponics, vertical-farming-project-china, chanst3d-sla-printer, was-engineering-spreadsheets, edward-farm, aquaponics-co-za-courses, open3d-education, kurikulum-merdeka, access-3dp-erasmus, zhangjiajie-rural-teacher-3d-printing, menominee-nation-aquaponics, haimen-shared-farm]
  • Checked: 53 real primary_source URLs (6 entries have primary_source: unknown and were skipped)
  • OK (HTTP 200): 46
  • Broken: 3
    • menominee-nation-aquaponics — https://portal.nifa.usda.gov/web/crisprojectpages/1027520.html → 404 (confirmed on retry)
    • zhangjiajie-rural-teacher-3d-printing — https://www.zjjhy.edu.cn/contents/857/5187.html → unreachable (000, retry failed)
    • kurikulum-merdeka — https://kurikulum.kemdikbud.go.id/ → unreachable (000, retry failed; matches compilation lead that the ministry portal fetch failed)
  • Blocked to bots (HTTP 403, presumed live in a browser — not counted as broken): haimen-shared-farm (Nantong govt portal), malama-hawaii (MDPI), printables-hydroponics, stl-finder
  • Archived: 0 — Wayback Machine availability API returned HTTP 429 on every attempt, including retries with 60–90 s pauses; no archive_url could be set. All entries still have archive_url: null.

Schema Conformance

  • All 59 entries: every required frontmatter field present; all 7 body sections present in the required order; embodies and mocs non-empty on all entries.
  • Fixes applied in this pass:
    • status: unknown (non-enum) mapped to nearest valid term Dormant on 6 entries: chanst3d-sla-printer, german-sensor-school-guide, hydro-mod, interactive-hydroponics-textbook, vertical-farming-project-china, was-engineering-spreadsheets. Logged under schema_exceptions and unverified_resources.
    • 194 wikilinks in principles/ used full display titles that did not resolve to filename stems; rewritten to [[stemDisplay Title]] form. All wikilinks in the vault now resolve.
  • Retained as schema-sanctioned unknown (logged, not fixable without new evidence): translation_available: unknown (3 entries), language: [unknown] (2 entries), plus unknown enum values on 13 entries (see unknown fields: interactive-hydroponics-textbook is the heaviest placeholder with 7 unknown fields).

Deduplication

  • No duplicates found. The highest-similarity candidate pairs (myminifactory-hydroponics / pinshape-hydroponics / printables-hydroponics / thingiverse-hydroponics, and open3d-education / prusa-education) were manually checked: each pair references a distinct platform with a distinct primary source. No merges performed; no entries deleted.

Coverage Notes

  • Regions: strongest coverage is Global (23), China (12), USA (11); thinnest are Guam (1) and Southeast Asia (1). Latin America (2), Oceania (2), Indigenous (2) are also thin.
  • Audiences: Educators (51), Community (29), Adult Learners (26) dominate; Researchers (11) is the thinnest.
  • Types: Organization and Person have zero entries; Dataset has only one (was-engineering-spreadsheets, itself unverified).
  • Languages: 42 entries are English-only; 16 non-English sources lack confirmed translations (9 Chinese, plus de, id, pt, es, cs sources).

Unverified Resources (detail)

  • primary_source unknown (placeholder entries): vertical-farming-project-china, tsinghua-it-textbook-aquaponics, chengdu-huiya-farm, hydro-mod, interactive-hydroponics-textbook, german-sensor-school-guide
  • chanst3d-sla-printer: open-source claim and "2,000+ contributors" unverified; no public repo found; cost/maintenance unknown. Source page (gench.edu.cn) is live (200).
  • was-engineering-spreadsheets: collection page not located (possibly member-gated); only was.org root confirmed live (200); adjacent verified artifacts documented in entry.
  • edward-farm: canonical repo ambiguity (alfredtorch/edward vs advertised Public Beta repo); alfredtorch/edward is live (200).
  • aquaponics-co-za-courses: live site (200) advertises in-person training; "Online Academy" only seen on a third-party site.
  • open3d-education: only exact-name match is a Brazilian UFF Portuguese-language course repo; repo is live (200).
  • kurikulum-merdeka: ministry portal unreachable (000); entry based on corroborating sources.
  • access-3dp-erasmus: dedicated site unreachable; status Archived; cmacooperation.fr partner page is live (200).
  • zhangjiajie-rural-teacher-3d-printing: college news page unreachable (000) as of 2026-09-12.
  • menominee-nation-aquaponics: USDA CRIS project page returns 404 as of 2026-09-12.
  • haimen-shared-farm: Nantong education portal returns 403 to non-browser clients; unconfirmed this pass.

Orphan Notes

The 19 entries listed under orphan_notes have no inbound wikilinks from other entries (MOC membership does not count). This matches the link agent's report exactly; all 19 still hold after QA. Recommended: cross-link these from topically related entries (e.g., policy entries referencing each other, component repositories referencing STL Finder).

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