Coverage
Corpus quality gate
Public coverage language is bounded by the live corpus quality report. This page reads the same gate used by Workstream 4 and reports failed checks as coverage gaps.
Coverage gaps remain
- Active claims
- 1872
- Evidenced claims
- 1872
- Citations
- 1872
- Open contradictions
- 1
- Open reviews
- 0
Gate checks
source class benchmark
passedexpected >= 5 documents; actual 5 documents
source class developer_ecosystem
passedexpected >= 5 documents; actual 221 documents
source class infrastructure
passedexpected >= 5 documents; actual 37 documents
source class model_provider
passedexpected >= 10 documents; actual 10 documents
source class policy_regulatory
passedexpected >= 5 documents; actual 47 documents
source class protocol
passedexpected >= 3 documents; actual 3 documents
source class registry
passedexpected >= 5 documents; actual 104 documents
source class release_notes
passedexpected >= 10 documents; actual 10 documents
source class research
passedexpected >= 10 documents; actual 2016 documents
topic cluster agent_tooling
passedexpected >= 5 claims; actual 5 claims
topic cluster benchmarks
passedexpected >= 5 claims; actual 5 claims
topic cluster deployment_infrastructure
passedexpected >= 5 claims; actual 5 claims
topic cluster development_cycles
gapexpected >= 5 claims; actual 0 claims
topic cluster frontier_llms
gapexpected >= 10 claims; actual 6 claims
topic cluster ml_research
passedexpected >= 10 claims; actual 10 claims
topic cluster model_architecture
gapexpected >= 5 claims; actual 3 claims
topic cluster model_context_protocol
passedexpected >= 3 claims; actual 3 claims
topic cluster open_weight_models
gapexpected >= 5 claims; actual 3 claims
topic cluster regulation
gapexpected >= 5 claims; actual 0 claims
date range 2022-2023
passedexpected >= 10 documents; actual 377 documents
date range 2024
passedexpected >= 10 documents; actual 885 documents
date range 2025-2026
passedexpected >= 10 documents; actual 1163 documents
entity ChatGPT active claims
gapexpected >= 3 active claims; actual 2 active claims
entity ChatGPT citations
gapexpected >= 3 citations; actual 2 citations
entity Claude active claims
passedexpected >= 3 active claims; actual 3 active claims
entity Claude citations
passedexpected >= 3 citations; actual 3 citations
entity Gemini active claims
gapexpected >= 3 active claims; actual 1 active claims
entity Gemini citations
gapexpected >= 3 citations; actual 1 citations
entity Llama active claims
passedexpected >= 3 active claims; actual 3 active claims
entity Llama citations
passedexpected >= 3 citations; actual 3 citations
entity MCP protocol active claims
passedexpected >= 3 active claims; actual 3 active claims
entity MCP protocol citations
passedexpected >= 3 citations; actual 3 citations
average citations per active claim
passedexpected >= 1; actual 1.00
unsourced active claim rate
passedexpected <= 0.05; actual 0.000
open contradiction coverage
passedexpected >= 1 open contradictions; actual 1 open contradictions
review-needed rate
passedexpected <= 0.15; actual 0.000
Source classes
- api5
- benchmark5
- developer_ecosystem221
- infrastructure37
- model_provider10
- policy_regulatory47
- protocol3
- registry104
- release_notes10
- research2016
Topic clusters
- agent_tooling5
- benchmarks5
- deployment_infrastructure5
- frontier_llms6
- ml_research10
- model_architecture3
- model_context_protocol3
- open_weight_models3
- unclassified1832