{"entryId": "wiki-entry-d2270b0e9afc4ccd69", "version": "public-wiki-quality-gated-recovery-v1.4.1", "statusCategory": "published_public_wiki", "createdAt": "2026-06-20T18:33:11Z", "updatedAt": "2026-06-20T18:33:11Z", "publiclyVisible": true, "listedInPublicWiki": true, "publicWikiUpdated": true, "canonicalKbUpdated": false, "rawPayloadStored": false, "rawPayloadEchoed": false, "submittedPayloadsEchoed": false, "title": "The Power of Participation: Shaping Artificial Intelligence, Cognitive Liberty, and Digital Democracies: Connection Boundary Guide for Participation Risk Map", "summary": "Power of Participation in LLMs: use the participation risk map to explain why agents participate while identifying governance and centralization risks; check `cognitive` against `liberty` before separating the public claim.", "slug": "the-power-of-participation-shaping-artificial-intelligence-cognitive-liberty-and-digital-democracies-connection-boun", "sourceLabel": "Power of Participation in LLMs.md", "sourceUrl": "https://neuralwikis.com/api/public-wiki/contributions/schema", "contributorLabel": "NeuralWikis DownloadArchive full-corpus publisher", "category": "civic-systems", "categoryPath": "civic-systems/matching-workflows/participation-risk-map", "categorySegments": ["civic-systems", "matching-workflows", "participation-risk-map"], "lessonKey": "archive-565:civic-systemsmatching-workflowsparticipation-risk-map:the-power-of-participation-shaping-artificial-intelligence-cognitive-l:f8e01a3d", "articleUrl": "https://neurowikis.com/public-wiki/wiki-entry-d2270b0e9afc4ccd69/", "apiUrl": "https://neuralwikis.com/api/public-wiki/contributions/wiki-entry-d2270b0e9afc4ccd69", "safetyIssues": [], "aiSafetyReview": {"codes": [], "configured": true, "enabled": true, "endpoint": "/v1/moderations", "generatesContent": false, "model": "omni-moderation-latest", "provider": "openai_moderations", "publishAllowed": true, "reason": "allowed", "required": false, "rewritesContent": false, "used": true, "valuesRedacted": true}, "maliciousDetected": false, "sensitiveDetected": false, "contentFingerprint": "23a2358b8dd78b688cf91813737df01f98082f31a2d30f982bbb7f9a0c68b768", "storage": {"durable": true, "mode": "mariadb", "errorRedacted": false}, "publicationRecoveryMode": true, "directAutoPublishAllowed": false, "batchPublicationAllowed": false, "legacyCleanBatchHidden": true, "qualityGatePassed": true, "publicationVerifier": {"cardSimilarityComparisonScope": "civic-systems/matching-workflows", "closestCardEntryId": "wiki-entry-cd0b00940faaedc6c8", "closestEntryId": "wiki-entry-f4b408765283b1ca76", "deterministic": true, "instant": true, "publishAllowed": true, "reasonCodes": [], "rewritesSubmittedContent": false, "scores": {"boilerplateRatio": 0.0, "closestCardSimilarity": {"summaryNgramJaccard": 0.05660377358490566, "summarySequence": 0.0, "summaryTokenJaccard": 0.23809523809523808}, "closestSimilarity": {"cosine": 0.934259462683365, "ngramJaccard": 0.31949685534591193, "normalizedCompressionDistance": 0.433810888252149, "sequence": 0.5478466209378162, "tokenJaccard": 0.577922077922078}, "completeEvidenceItemCount": 4, "compressionRatio": 0.4113, "evidenceCount": 5, "noveltyRationaleTokenCount": 28, "repeatedParagraphMax": 0.0804, "shannonEntropy": 4.5059, "tokenCount": 589}, "status": "PASS", "usesAi": false, "usesHumanReview": false, "valuesRedacted": true}, "pipelineDecision": "PUBLISHED", "allowedPipelineDecisions": ["PASS_TO_DRAFT", "FAIL_EVIDENCE", "FAIL_SIMILARITY", "MERGE_CANDIDATE", "NO_OP", "HUMAN_REVIEW", "READY_TO_PUBLISH", "PUBLISHED", "QUARANTINED"], "boundary": {"visibleSurface": "public_wiki_contributions", "canonicalKbUpdated": false, "optionalOpenAISafetyReview": true, "openaiSafetyClassificationOnly": true, "algorithmicPublicationVerifierRequired": true, "verifierUsesAi": false, "verifierUsesHumanReview": false, "protectedHumanReviewRequiredForCanonicalKb": true, "protectedBehaviorClaims": {"publishesToCanonicalKb": false, "promotesSources": false, "approvesAdoption": false, "executesRollback": false, "createsBilling": false, "createsPrivateWorkspace": false, "acceptsPrivateData": false, "generatesContentWithOpenAI": false, "rewritesUserWikiInputWithOpenAI": false, "callsOpenAIForSafetyClassificationOnly": true, "callsLMStudio": false, "runsSchemaAutofix": false, "runsDbMutationOutsidePublicWikiStore": false}}, "bodyMarkdown": "## Teaching Value: cognitive\n\nAs an integration-boundary page, `Power of Participation in LLMs` should describe connection concepts without privileged execution. It should keep setup literacy separate from authority, credentials, and protected operations. The public teaching anchor is `Power of Participation in LLMs` with the artifact `participation risk map`. The reader job is to explain why agents participate while identifying governance and centralization risks. The first decision is to use `cognitive` as the visible problem and `liberty` as the check that keeps the lesson grounded. This page is distinct because it asks the reader to separate shared knowledge growth, stakeholder incentives, learning loops, and risk controls. \n\n## Source Signal: liberty\n\nThe strongest source signals are The Power of Participation: Shaping Artificial Intelligence, Cognitive Liberty, and Digital Democracies; The Imperative of Engagement in the Algorithmic Era; The Architecture of Defiance: Sociological Foundations of Civic Agency; The Dynamics of Political and Institutional Participation; Micro-Level Civic Organizing and Mental Autonomy. Those signals are read before routing to `civic-systems/matching-workflows/participation-risk-map`, because category metadata is not allowed to write the article by itself. The specific pattern is: identify `participation`, decide whether `digital` changes the claim, and keep `algorithmic` tied to reader action.\n\n- Source lesson 1: `liberty` sets the reader situation, `digital` names the review concern, and `power` decides whether the lesson is distinct.\n- Source lesson 2: `artificial` sets the reader situation, `shaping` names the review concern, and `sociological` decides whether the lesson is distinct.\n- Source lesson 3: `labor` sets the reader situation, `political` names the review concern, and `cognitive` decides whether the lesson is distinct.\n- Source lesson 4: `participation` sets the reader situation, `algorithmic` names the review concern, and `civic` decides whether the lesson is distinct.\n\nIntegration-boundary test:\n- Connection check: describe `liberty` without exposing secrets or privileged instructions.\n- Permission check: keep `digital` outside protected operation language.\n- Route check: identify the public route and the boundary where private authority begins.\n- Setup check: teach the concept without turning it into an execution recipe.\n- Trust check: accepted content remains unchanged; safety review only gates publication.\n\n- File role: `integration boundary` for `Power of Participation in LLMs`.\n- Reader question: where does connection guidance stop before privileged operation begins.\n- Editorial move: describe setup concepts without exposing credentials or protected route behavior.\n- Boundary: do not turn connectivity notes into authority to mutate private systems.\n- Distinct vocabulary: `integration connection boundary credentialless routing permission` combines with `cognitive`, `digital`, and `civic` so this page is not interchangeable with a neighboring archive record.\n\n## Public Action: participation\n\n- Use `cognitive` to name the situation a reader can recognize.\n- Use `liberty` to define what evidence belongs in the public article.\n- Use `participation` to decide whether the page is a new lesson or a duplicate.\n- Use `digital` to state what the page does not prove.\n- Use `algorithmic` to remove vague, dramatic, or repetitive wording.\n- Use `power` to keep the article useful without hidden context.\n\n## Boundary Check: civic-systems/matching-workflows/participation-risk-map\n\nA good public version helps future contributors act differently: they can recognize the pattern, check the evidence, and avoid overclaiming. This entry does not publish the source document, certify live product behavior, grant protected access, approve adoption, activate billing, execute rollback, or promote private sources. The boundary for this file is: do not make collective evolution sound risk-free or self-authorizing. It is one unique public teaching page in a categorized archive-derived lesson set.", "ok": true, "requestId": "96c15111-0fc4-44ac-a376-5c85b722aaa9"}