inbox/archive/.extraction-debug/2025-01-01-katina-magazine-fanfiction-scholarly-publishing.json

@@ -0,0 +1,36 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "folksonomy-with-professional-wrangling-enables-user-created-taxonomies-at-scale-by-mapping-vernacular-tags-to-canonical-metadata.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "community-governance-without-quality-gates-succeeds-at-scale-when-social-signals-replace-editorial-filtering.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 6,
+    "rejected": 2,
+    "fixes_applied": [
+      "folksonomy-with-professional-wrangling-enables-user-created-taxonomies-at-scale-by-mapping-vernacular-tags-to-canonical-metadata.md:set_created:2026-03-18",
+      "folksonomy-with-professional-wrangling-enables-user-created-taxonomies-at-scale-by-mapping-vernacular-tags-to-canonical-metadata.md:stripped_wiki_link:collective-intelligence-requires-diversity-as-a-structural-p",
+      "folksonomy-with-professional-wrangling-enables-user-created-taxonomies-at-scale-by-mapping-vernacular-tags-to-canonical-metadata.md:stripped_wiki_link:partial-connectivity-produces-better-collective-intelligence",
+      "community-governance-without-quality-gates-succeeds-at-scale-when-social-signals-replace-editorial-filtering.md:set_created:2026-03-18",
+      "community-governance-without-quality-gates-succeeds-at-scale-when-social-signals-replace-editorial-filtering.md:stripped_wiki_link:collective-intelligence-is-a-measurable-property-of-group-in",
+      "community-governance-without-quality-gates-succeeds-at-scale-when-social-signals-replace-editorial-filtering.md:stripped_wiki_link:partial-connectivity-produces-better-collective-intelligence"
+    ],
+    "rejections": [
+      "folksonomy-with-professional-wrangling-enables-user-created-taxonomies-at-scale-by-mapping-vernacular-tags-to-canonical-metadata.md:missing_attribution_extractor",
+      "community-governance-without-quality-gates-succeeds-at-scale-when-social-signals-replace-editorial-filtering.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-18"
+}

inbox/archive/2025-01-01-katina-magazine-fanfiction-scholarly-publishing.md

@@ -7,10 +7,14 @@ date: 2025-01-01
 domain: entertainment
 secondary_domains: [collective-intelligence]
 format: essay
-status: unprocessed
+status: null-result
 priority: medium
 triage_tag: claim
 tags: [ao3, fanfiction, governance, community-ownership, folksonomy, volunteer-moderation, peer-review]
+processed_by: clay
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 2 claims, 2 rejected by validator"
 ---
 
 ## Content
@@ -52,3 +56,11 @@ Analysis of Archive of Our Own (AO3) as a model for community-governed knowledge
 ## Curator Notes
 PRIMARY CONNECTION: community governance spectrum for collaborative fiction
 WHY ARCHIVED: AO3 provides the "no quality gates" endpoint of the collaborative fiction governance spectrum, contrasting with SCP's "multi-layered quality gates." Together they define the range of viable community governance models.
+
+
+## Key Facts
+- AO3 has 17 million+ works across 77,000+ fandoms as of March 2026
+- AO3 receives 94 million daily average hits
+- AO3 operates with 700 volunteers handling moderation, tag wrangling, and technical operations
+- AO3 costs less than a single academic institution's annual subscription fees
+- AO3 uses open-source software built by community developers