Changes for page Requirements

Last modified by Robert Schaub on 2026/02/08 21:32

From 1.5 to 1.4

From version 1.4

edited by Robert Schaub
on 2026/01/20 20:25

Change comment: Renamed back-links.

To version 1.1

edited by Robert Schaub
on 2025/12/22 14:22

Change comment: Imported from XAR

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@@ -1,1 +1,1 @@
--Test.FactHarbor pre12 V0\.9\.70.Specification.WebHome
++Test.FactHarbor.Specification.WebHome

Content

@@ -1,7 +1,4 @@
--= Requirements =
--
-- **This page defines Roles, Content States, Rules, and System Requirements for FactHarbor.** **Core Philosophy:** Invest in system improvement, not manual data correction. When AI makes errors, improve the algorithm and re-process automatically. == Navigation == * **[[User Needs>>FactHarbor.Specification.Requirements.User Needs.WebHome]]** - What users need from FactHarbor (drives these requirements)
--
++= Requirements = **This page defines Roles, Content States, Rules, and System Requirements for FactHarbor.** **Core Philosophy:** Invest in system improvement, not manual data correction. When AI makes errors, improve the algorithm and re-process automatically. == Navigation == * **[[User Needs>>FactHarbor.Specification.Requirements.User Needs.WebHome]]** - What users need from FactHarbor (drives these requirements)
  * **This page** - How we fulfill those needs through system design (% class="box infomessage" %)
  (((
  **How to read this page:** 1. **User Needs drive Requirements**: See [[User Needs>>FactHarbor.Specification.Requirements.User Needs.WebHome]] for what users need
@@ -8,7 +8,7 @@
 . **Requirements define implementation**: This page shows how we fulfill those needs
 . **Functional Requirements (FR)**: Specific features and capabilities
 . **Non-Functional Requirements (NFR)**: Quality attributes (performance, security, etc.) Each requirement references which User Needs it fulfills.
--)))== 1. Roles == **Fulfills**: UN-12 (Submit claims), UN-13 (Cite verdicts), UN-14 (API access) FactHarbor uses three simple roles plus a reputation system. === 1.1 Reader === **Who**: Anyone (no login required) **Can**:
++))) == 1. Roles == **Fulfills**: UN-12 (Submit claims), UN-13 (Cite verdicts), UN-14 (API access) FactHarbor uses three simple roles plus a reputation system. === 1.1 Reader === **Who**: Anyone (no login required) **Can**:
  * Browse and search claims
  * View scenarios, evidence, verdicts, and confidence scores
  * Flag issues or errors
@@ -81,12 +81,10 @@
  * Flag uncertainty clearly
  * Identify contradictions in evidence
  * Learn from human corrections **When AKEL Makes Errors**:
--
 . Capture the error pattern (what, why, how common)
 . Improve the system (better prompt, model, validation)
 . Re-process affected claims automatically
 . Measure improvement (did quality increase?) **Human Role**: Train AKEL through corrections, not replace AKEL === 3.3 Contributors Should === * Improve clarity and structure
--
  * Add missing sources
  * Flag errors for system improvement
  * Suggest better ways to present information
@@ -127,7 +127,6 @@
  * **Score 60-80**: Publish with prominent warnings
  * **Score 40-60**: Publish with standard warnings
  * **Score < 40**: Publish normally **Continuous monitoring**: Risk score recalculated as new information emerges **User Needs served**: UN-10 (Detect manipulation tactics), UN-16 (Review status) == 6. System Improvement Process == **Core principle**: Fix the system, not just the data. === 6.1 Error Capture === **When users flag errors or make corrections**:
--
 . What was wrong? (categorize)
 . What should it have been?
 . Why did the system fail? (root cause)
@@ -138,7 +138,6 @@
 . **Deploy**: Roll out if quality improves
 . **Re-process**: Automatically update affected claims
 . **Monitor**: Track quality metrics === 6.3 Quality Metrics Dashboard === **Track continuously**:
--
  * Error rate by category
  * Source quality distribution
  * Confidence score trends
@@ -206,43 +206,28 @@
  * Exportable as standalone summary report
  * Shareable via permanent URL ==== FR13 — In-Article Claim Highlighting ==== **Fulfills**: UN-17 (In-article claim highlighting) **Purpose**: Enable readers to quickly assess claim credibility while reading by visually highlighting factual claims with color-coded indicators ==== Visual Example: Article with Highlighted Claims ==== (% class="box" %)
  (((
--**Article: "New Study Shows Benefits of Mediterranean Diet"** A recent study published in the Journal of Nutrition has revealed new findings about the Mediterranean diet.
--
--(% class="box successmessage" style="margin:10px 0;" %)
++**Article: "New Study Shows Benefits of Mediterranean Diet"** A recent study published in the Journal of Nutrition has revealed new findings about the Mediterranean diet. (% class="box successmessage" style="margin:10px 0;" %)
  (((
  🟢 **Researchers found that Mediterranean diet followers had a 25% lower risk of heart disease compared to control groups** (% style="font-size:0.9em; color:#666;" %)
  ↑ WELL SUPPORTED • 87% confidence
  [[Click for evidence details →]]
--
--
--)))
--
--The study, which followed 10,000 participants over five years, showed significant improvements in cardiovascular health markers.
--
--(% class="box warningmessage" style="margin:10px 0;" %)
++(%%)
++))) The study, which followed 10,000 participants over five years, showed significant improvements in cardiovascular health markers. (% class="box warningmessage" style="margin:10px 0;" %)
  (((
  🟡 **Some experts believe this diet can completely prevent heart attacks** (% style="font-size:0.9em; color:#666;" %)
  ↑ UNCERTAIN • 45% confidence
  Overstated - evidence shows risk reduction, not prevention
  [[Click for details →]]
--
--
--)))
--
--Dr. Maria Rodriguez, lead researcher, recommends incorporating more olive oil, fish, and vegetables into daily meals.
--
--(% class="box errormessage" style="margin:10px 0;" %)
++(%%)
++))) Dr. Maria Rodriguez, lead researcher, recommends incorporating more olive oil, fish, and vegetables into daily meals. (% class="box errormessage" style="margin:10px 0;" %)
  (((
  🔴 **The study proves that saturated fats cause heart disease** (% style="font-size:0.9em; color:#666;" %)
  ↑ REFUTED • 15% confidence
  Claim not supported by study design; correlation ≠ causation
  [[Click for counter-evidence →]]
--
--
--)))
--
--Participants also reported feeling more energetic and experiencing better sleep quality, though these were secondary measures.
--)))**Legend:**
++(%%)
++))) Participants also reported feeling more energetic and experiencing better sleep quality, though these were secondary measures.
++))) **Legend:**
  * 🟢 = Well-supported claim (confidence ≥75%)
  * 🟡 = Uncertain claim (confidence 40-74%)
  * 🔴 = Refuted/unsupported claim (confidence <40%)
@@ -251,43 +251,28 @@
  **FactHarbor Analysis** **Claim:**
  "Researchers found that Mediterranean diet followers had a 25% lower risk of heart disease" **Verdict:** WELL SUPPORTED
  **Confidence:** 87% **Evidence Summary:**
--
  * Meta-analysis of 12 RCTs confirms 23-28% risk reduction
  * Consistent findings across multiple populations
  * Published in peer-reviewed journal (high credibility) **Uncertainty Factors:**
  * Exact percentage varies by study (20-30% range) [[View Full Analysis →]]
--)))**Color-Coding System**:
++))) **Color-Coding System**:
  * **Green**: Well-supported claims (confidence ≥75%, strong evidence)
  * **Yellow/Orange**: Uncertain claims (confidence 40-74%, conflicting or limited evidence)
  * **Red**: Refuted or unsupported claims (confidence <40%, contradicted by evidence)
--* **Gray/Neutral**: Non-factual content (opinions, questions, procedural text) ==== Interactive Highlighting Example (Detailed View) ====
--
++* **Gray/Neutral**: Non-factual content (opinions, questions, procedural text) ==== Interactive Highlighting Example (Detailed View) ==== (% style="width:100%; border-collapse:collapse;" %)
  |=**Article Text**|=**Status**|=**Analysis**
--|(((
--A recent study published in the Journal of Nutrition has revealed new findings about the Mediterranean diet.
--)))|(% style="text-align:center;" %)Plain text|(% style="font-style:italic; color:#888;" %)Context - no highlighting
--|(((
--//Researchers found that Mediterranean diet followers had a 25% lower risk of heart disease compared to control groups//
--)))|(% style="background-color:#D4EDDA; text-align:center; padding:8px;" %)🟢 **WELL SUPPORTED**|(((
++|(((A recent study published in the Journal of Nutrition has revealed new findings about the Mediterranean diet.)))|(% style="text-align:center;" %)Plain text|(% style="font-style:italic; color:#888;" %)Context - no highlighting
++|(((//Researchers found that Mediterranean diet followers had a 25% lower risk of heart disease compared to control groups//)))|(% style="background-color:#D4EDDA; text-align:center; padding:8px;" %)🟢 **WELL SUPPORTED**|(((
  **87% confidence** Meta-analysis of 12 RCTs confirms 23-28% risk reduction [[View Full Analysis]]
  )))
--|(((
--The study, which followed 10,000 participants over five years, showed significant improvements in cardiovascular health markers.
--)))|(% style="text-align:center;" %)Plain text|(% style="font-style:italic; color:#888;" %)Methodology - no highlighting
--|(((
--//Some experts believe this diet can completely prevent heart attacks//
--)))|(% style="background-color:#FFF3CD; text-align:center; padding:8px;" %)🟡 **UNCERTAIN**|(((
++|(((The study, which followed 10,000 participants over five years, showed significant improvements in cardiovascular health markers.)))|(% style="text-align:center;" %)Plain text|(% style="font-style:italic; color:#888;" %)Methodology - no highlighting
++|(((//Some experts believe this diet can completely prevent heart attacks//)))|(% style="background-color:#FFF3CD; text-align:center; padding:8px;" %)🟡 **UNCERTAIN**|(((
  **45% confidence** Overstated - evidence shows risk reduction, not prevention [[View Details]]
  )))
--|(((
--Dr. Rodriguez recommends incorporating more olive oil, fish, and vegetables into daily meals.
--)))|(% style="text-align:center;" %)Plain text|(% style="font-style:italic; color:#888;" %)Recommendation - no highlighting
--|(((
--//The study proves that saturated fats cause heart disease//
--)))|(% style="background-color:#F8D7DA; text-align:center; padding:8px;" %)🔴 **REFUTED**|(((
++|(((Dr. Rodriguez recommends incorporating more olive oil, fish, and vegetables into daily meals.)))|(% style="text-align:center;" %)Plain text|(% style="font-style:italic; color:#888;" %)Recommendation - no highlighting
++|(((//The study proves that saturated fats cause heart disease//)))|(% style="background-color:#F8D7DA; text-align:center; padding:8px;" %)🔴 **REFUTED**|(((
  **15% confidence** Claim not supported by study; correlation ≠ causation [[View Counter-Evidence]]
--)))**Design Notes:**
--
++))) **Design Notes:**
  * Highlighted claims use italics to distinguish from plain text
  * Color backgrounds match XWiki message box colors (success/warning/error)
  * Status column shows verdict prominently
@@ -314,13 +314,11 @@
  * Highlighting data stored as annotations with byte offsets
  * Client-side rendering of highlights based on verdict data
  * Mobile responsive (tap instead of hover) === 8.5 Workflow & Moderation === ==== FR9 — Publication Workflow ==== **Fulfills**: UN-1 (Fast access to verified content), UN-16 (Clear review status) **Simple flow**:
--
 . Claim submitted
 . AKEL processes (automated)
 . If confidence > threshold: Publish (labeled as AI-generated)
 . If confidence < threshold: Flag for improvement
 . If risk score > threshold: Flag for moderator **No multi-stage approval process** ==== FR10 — Moderation ==== **Focus on abuse, not routine quality**:
--
  * Automated abuse detection
  * Moderators handle flags
  * Quick response to harmful content
@@ -343,37 +343,29 @@
  * Automated testing
  * Continuous integration
  * Comprehensive documentation === NFR11: AKEL Quality Assurance Framework === **Fulfills:** AI safety, IFCN methodology transparency **Specification:** Multi-layer AI quality gates to detect hallucinations, low-confidence results, and logical inconsistencies. ==== Quality Gate 1: Claim Extraction Validation ==== **Purpose:** Ensure extracted claims are factual assertions (not opinions/predictions) **Checks:**
--
 . **Factual Statement Test:** Is this verifiable? (Yes/No)
 . **Opinion Detection:** Contains hedging language? ("I think", "probably", "best")
 . **Future Prediction Test:** Makes claims about future events?
 . **Specificity Score:** Contains specific entities, numbers, dates? **Thresholds:**
--
  * Factual: Must be "Yes"
  * Opinion markers: <2 hedging phrases
  * Specificity: ≥3 specific elements **Action if Failed:** Flag as "Non-verifiable", do NOT generate verdict ==== Quality Gate 2: Evidence Relevance Validation ==== **Purpose:** Ensure AI-linked evidence actually relates to claim **Checks:**
--
 . **Semantic Similarity Score:** Evidence vs. claim (embeddings)
 . **Entity Overlap:** Shared people/places/things?
 . **Topic Relevance:** Discusses claim subject? **Thresholds:**
--
  * Similarity: ≥0.6 (cosine similarity)
  * Entity overlap: ≥1 shared entity
  * Topic relevance: ≥0.5 **Action if Failed:** Discard irrelevant evidence ==== Quality Gate 3: Scenario Coherence Check ==== **Purpose:** Validate scenario assumptions are logical and complete **Checks:**
--
 . **Completeness:** All required fields populated
 . **Internal Consistency:** Assumptions don't contradict
 . **Distinguishability:** Scenarios meaningfully different **Thresholds:**
--
  * Required fields: 100%
  * Contradiction score: <0.3
  * Scenario similarity: <0.8 **Action if Failed:** Merge duplicates, reduce confidence -20% ==== Quality Gate 4: Verdict Confidence Assessment ==== **Purpose:** Only publish high-confidence verdicts **Checks:**
--
 . **Evidence Count:** Minimum 2 sources
 . **Source Quality:** Average reliability ≥0.6
 . **Evidence Agreement:** Supporting vs. contradicting ≥0.6
 . **Uncertainty Factors:** Hedging in reasoning **Confidence Tiers:**
--
  * **HIGH (80-100%):** ≥3 sources, ≥0.7 quality, ≥80% agreement
  * **MEDIUM (50-79%):** ≥2 sources, ≥0.6 quality, ≥60% agreement
  * **LOW (0-49%):** <2 sources OR low quality/agreement
@@ -384,13 +384,11 @@
  * ✅ All gates operational
  * ✅ Hallucination rate <5%
  * ✅ Quality metrics public === NFR12: Security Controls === **Fulfills:** Production readiness, legal compliance **Requirements:**
--
 . **Input Validation:** SQL injection, XSS, CSRF prevention
 . **Rate Limiting:** 5 analyses per minute per IP
 . **Authentication:** Secure sessions, API key rotation
 . **Data Protection:** HTTPS, encryption, backups
 . **Security Audit:** Penetration testing, GDPR compliance **Milestone:** Beta 0 (essential), V1.0 (complete) **BLOCKER** === NFR13: Quality Metrics Transparency === **Fulfills:** IFCN transparency, user trust **Public Metrics:**
--
  * Quality gates performance
  * Evidence quality stats
  * Hallucination rate
@@ -401,7 +401,6 @@
  **Note:** Implementation phases (POC1, POC2, Beta 0, V1.0) are defined in [[POC Requirements>>FactHarbor.Specification.POC.Requirements]] and [[Implementation Roadmap>>FactHarbor.Implementation-Roadmap.WebHome]], not in this priority matrix.
  **Priority Levels:**
--
  * **CRITICAL** - System doesn't work without it, or major safety/legal risk
  * **HIGH** - Core functionality, essential for success
  * **MEDIUM** - Important but not blocking
@@ -408,13 +408,12 @@
  * **LOW** - Nice to have, can be deferred
  **Urgency Levels:**
--
  * **HIGH** - Immediate need (critical for proof of concept)
  * **MEDIUM** - Important but not immediate
  * **LOW** - Future enhancement
  |= ID |= Title |= Priority |= Urgency |= Reason (for HIGH priority/urgency)
--| **HIGH URGENCY** |||||\\
++| **HIGH URGENCY** |||||
  | **FR1** | Claim Intake | CRITICAL | HIGH | System entry point - cannot process claims without it
  | **FR5** | Evidence Collection | CRITICAL | HIGH | Core fact-checking functionality - no evidence = no verdict
  | **FR7** | Verdict Computation | CRITICAL | HIGH | The output users see - core value proposition
@@ -423,7 +423,7 @@
  | **FR3** | Claim Classification | HIGH | HIGH | Identifies factual vs non-factual claims - essential quality gate
  | **FR4** | Scenario Generation | HIGH | HIGH | Handles ambiguous claims - key methodology innovation
  | **FR6** | Evidence Evaluation | HIGH | HIGH | Source quality directly impacts verdict credibility
--| **MEDIUM URGENCY** |||||\\
++| **MEDIUM URGENCY** |||||
  | **NFR12** | Security Controls | CRITICAL | MEDIUM | —
  | **FR9** | Corrections | HIGH | MEDIUM | IFCN requirement - mandatory for credibility
  | **FR44** | ClaimReview Schema | HIGH | MEDIUM | Search engine visibility - MUST for V1.0 discovery
@@ -441,7 +441,7 @@
  | **NFR2** | Scalability | MEDIUM | MEDIUM | —
  | **NFR4** | Security & Privacy | MEDIUM | MEDIUM | —
  | **NFR5** | Maintainability | MEDIUM | MEDIUM | —
--| **LOW URGENCY** |||||\\
++| **LOW URGENCY** |||||
  | **FR11** | Social Sharing | LOW | LOW | —
  | **FR12** | Notifications | LOW | LOW | —
  | **FR49** | A/B Testing | LOW | LOW | —
@@ -453,12 +453,10 @@
  **Total:** 32 requirements (24 Functional, 8 Non-Functional)
  **Notes:**
--
  * Reason column: Only populated for HIGH priority or HIGH urgency items
  * MEDIUM and LOW priority items use "—" (no specific reason needed)
  **See also:**
--
  * [[POC Requirements>>FactHarbor.Specification.POC.Requirements]] - POC1 scope and simplifications
  * [[Implementation Roadmap>>FactHarbor.Implementation-Roadmap.WebHome]] - Phase-by-phase implementation plan
  * [[User Needs>>FactHarbor.Specification.Requirements.User Needs.WebHome]] - Foundation that drives these requirements
@@ -493,10 +493,7 @@
  **Note:** Each User Need inherits priority from the requirements it drives. For example, UN-2 (Claim Extraction and Verification) drives FR1-7, which are CRITICAL/HIGH priority, therefore UN-2 is also critical to the project.
--== 11. MVP Scope ==
--
-- **Phase 1 : Read-Only MVP** Build:
--
++== 11. MVP Scope == **Phase 1 : Read-Only MVP** Build:
  * Automated claim analysis
  * Confidence scoring
  * Source evaluation
@@ -533,13 +533,13 @@
  * [[NFR12 — Security Controls>>#NFR12]]
  * [[NFR13 — Quality Metrics Transparency>>#NFR13]] **Other Requirements:**
  * [[User Needs>>FactHarbor.Specification.Requirements.User Needs.WebHome]]
--* \\
++*
  * [[Gap Analysis>>FactHarbor.Specification.Requirements.GapAnalysis]] * **[[User Needs>>FactHarbor.Specification.Requirements.User Needs.WebHome]]** - What users need (drives these requirements)
  * [[Architecture>>FactHarbor.Specification.Architecture.WebHome]] - How requirements are implemented
  * [[Data Model>>FactHarbor.Specification.Data Model.WebHome]] - Data structures supporting requirements
  * [[Workflows>>FactHarbor.Specification.Workflows.WebHome]] - User interaction workflows
--* [[AKEL>>Archive.FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI system fulfilling automation requirements
--* [[Global Rules>>Archive.FactHarbor.Organisation.How-We-Work-Together.GlobalRules.WebHome]]
++* [[AKEL>>FactHarbor.Specification.AI Knowledge Extraction Layer (AKEL).WebHome]] - AI system fulfilling automation requirements
++* [[Global Rules>>FactHarbor.Organisation.How-We-Work-Together.GlobalRules.WebHome]]
  * [[Privacy Policy>>FactHarbor.Organisation.How-We-Work-Together.Privacy-Policy]] = V0.9.70 Additional Requirements = == Functional Requirements (Additional) == === FR44: ClaimReview Schema Implementation === Generate valid ClaimReview structured data for Google/Bing visibility. **Schema.org Mapping:**
  * 80-100% likelihood → 5 (Highly Supported)
  * 60-79% → 4 (Supported)
@@ -546,7 +546,6 @@
  * 40-59% → 3 (Mixed)
  * 20-39% → 2 (Questionable)
  * 0-19% → 1 (Refuted) **Milestone:** V1.0 === FR45: User Corrections Notification System === Notify users when analyses are corrected. **Mechanisms:**
--
 . In-page banner (30 days)
 . Public correction log
 . Email notifications (opt-in)
@@ -555,11 +555,9 @@
 . EXIF metadata analysis
 . Manipulation detection (basic)
 . Context verification **Milestone:** Beta 0 (basic), V1.0 (extended) === FR47: Archive.org Integration === Auto-save evidence sources to Wayback Machine. **Milestone:** Beta 0 === FR48: Safety Framework for Contributors === Protect contributors from harassment and legal threats. **Milestone:** V1.1 === FR49: A/B Testing Framework === Test AKEL approaches and UI designs systematically. **Milestone:** V1.0 === FR50-FR53: Future Enhancements (V2.0+) === * **FR50:** OSINT Toolkit Integration
--
  * **FR51:** Video Verification System
  * **FR52:** Interactive Detection Training
  * **FR53:** Cross-Organizational Sharing **Milestone:** V2.0+ (12-18 months post-launch)
--
  === FR54: Evidence Deduplication ===
  **Fulfills:** Accurate evidence counting, quality metrics
@@ -571,24 +571,21 @@
  **Deduplication Logic:**
 . **URL Normalization:**
++   * Remove tracking parameters (?utm_source=...)
++   * Normalize http/https
++   * Normalize www/non-www
++   * Handle redirects
--* Remove tracking parameters (?utm_source=...)
--* Normalize http/https
--* Normalize www/non-www
--* Handle redirects
--
 . **Content Similarity:**
++   * If two sources have >90% text similarity → Same source
++   * If one is subset of other → Same source
++   * Use fuzzy matching for minor differences
--* If two sources have >90% text similarity → Same source
--* If one is subset of other → Same source
--* Use fuzzy matching for minor differences
--
 . **Cross-Domain Syndication:**
++   * Detect wire service content (AP, Reuters)
++   * Mark as single source if syndicated
++   * Count original publication only
--* Detect wire service content (AP, Reuters)
--* Mark as single source if syndicated
--* Count original publication only
--
  **Display:**
  {{code}}
@@ -600,7 +600,6 @@
  {{/code}}
  **Acceptance Criteria:**
--
  * ✅ Duplicate URLs recognized
  * ✅ Syndicated content detected
  * ✅ Evidence count shows "unique" vs "total"
@@ -607,18 +607,20 @@
  **Milestone:** POC2, Beta 0
--== Enhanced Existing Requirements ==
--
-- ~=== FR7: Automated Verdicts (Enhanced with Quality Gates) === **POC1+ Enhancement:** After AKEL generates verdict, it passes through quality gates: {{code}}Workflow:
++== Enhanced Existing Requirements == === FR7: Automated Verdicts (Enhanced with Quality Gates) === **POC1+ Enhancement:** After AKEL generates verdict, it passes through quality gates: {{code}}
++Workflow:
 . Extract claims ↓
 . [GATE 1] Validate fact-checkable ↓
 . Generate scenarios ↓
 . Generate verdicts ↓
 . [GATE 4] Validate confidence ↓
--6. Display to user{{/code}} **Updated Verdict States:**
--
++6. Display to user
++{{/code}} **Updated Verdict States:**
  * PUBLISHED
  * INSUFFICIENT_EVIDENCE
  * NON_FACTUAL_CLAIM
  * PROCESSING
--* ERROR === FR4: Analysis Summary (Enhanced with Quality Metadata) === **POC1+ Enhancement:** Display quality indicators: {{code}}Analysis Summary: Verifiable Claims: 3/5 High Confidence Verdicts: 1 Medium Confidence: 2 Evidence Sources: 12 Avg Source Quality: 0.73 Quality Score: 8.5/10{{/code}}
++* ERROR === FR4: Analysis Summary (Enhanced with Quality Metadata) === **POC1+ Enhancement:** Display quality indicators: {{code}}
++Analysis Summary: Verifiable Claims: 3/5 High Confidence Verdicts: 1 Medium Confidence: 2 Evidence Sources: 12 Avg Source Quality: 0.73 Quality Score: 8.5/10
++{{/code}}
++

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