Quality Gates (v2.6.33)

**Current Implementation (v2.6.33)** - Only Gate 1 (Claim Validation) and Gate 4 (Verdict Confidence) are implemented. Gates 2-3 are planned for future.

author	version	line-number	content
		1	{{info}}
		2	Current Implementation (v2.6.33) - Only Gate 1 (Claim Validation) and Gate 4 (Verdict Confidence) are implemented. Gates 2-3 are planned for future.
		3	{{/info}}
		4
		5	= Quality Gates Flow =
		6
		7	{{mermaid}}
		8
		9	flowchart TB
		10	subgraph Input[Input]
		11	CLAIM[Extracted Claim]
		12	end
		13
		14	subgraph Gate1[Gate 1 Claim Validation]
		15	G1_CHECK{Is claim factual}
		16	G1_OPINION[Opinion Detection]
		17	G1_SPECIFIC[Specificity Check]
		18	G1_FUTURE[Future Prediction]
		19	end
		20
		21	subgraph Research[Research]
		22	EVIDENCE[Gather Evidence]
		23	end
		24
		25	subgraph Gate4[Gate 4 Verdict Confidence]
		26	G4_COUNT{Evidence Count}
		27	G4_QUALITY{Source Quality}
		28	G4_AGREE{Evidence Agreement}
		29	G4_TIER[Assign Confidence Tier]
		30	end
		31
		32	subgraph Output[Output]
		33	PUBLISH[Publish Verdict]
		34	EXCLUDE[Exclude]
		35	LOWCONF[Flag for Review]
		36	end
		37
		38	CLAIM --> G1_CHECK
		39	G1_CHECK --> G1_OPINION
		40	G1_OPINION --> G1_SPECIFIC
		41	G1_SPECIFIC --> G1_FUTURE
		42	G1_FUTURE -->\|Pass\| EVIDENCE
		43	G1_FUTURE -->\|Fail\| EXCLUDE
		44	EVIDENCE --> G4_COUNT
		45	G4_COUNT -->\|2 or more\| G4_QUALITY
		46	G4_COUNT -->\|less than 2\| LOWCONF
		47	G4_QUALITY -->\|0.6 or more\| G4_AGREE
		48	G4_QUALITY -->\|less than 0.6\| LOWCONF
		49	G4_AGREE -->\|60 percent or more\| G4_TIER
		50	G4_AGREE -->\|less than 60 percent\| LOWCONF
		51	G4_TIER -->\|HIGH or MEDIUM\| PUBLISH
		52	G4_TIER -->\|LOW\| LOWCONF
		53
		54	{{/mermaid}}
		55
		56	= Gate Details =
		57
		58	== Gate 1: Claim Validation ==
		59
		60	Purpose: Ensure extracted claims are factual assertions that can be verified.
		61
		62	\|= Check \|= Purpose \|= Pass Criteria
		63	\| Factuality Test \| Can this claim be proven true/false? \| Must be verifiable
		64	\| Opinion Detection \| Contains subjective language? \| Opinion score 0.3 or less
		65	\| Specificity Check \| Contains concrete details? \| Specificity score 0.3 or more
		66	\| Future Prediction \| About future events? \| Must be about past/present
		67
		68	== Gate 4: Verdict Confidence Assessment ==
		69
		70	Purpose: Only display verdicts with sufficient evidence and confidence.
		71
		72	\|= Tier \|= Evidence \|= Avg Quality \|= Agreement \|= Publishable?
		73	\| HIGH \| 3+ sources \| 0.7 or more \| 80% or more \| Yes
		74	\| MEDIUM \| 2+ sources \| 0.6 or more \| 60% or more \| Yes
		75	\| LOW \| 2+ sources \| 0.5 or more \| 40% or more \| Needs review
		76	\| INSUFFICIENT \| Less than 2 sources \| Any \| Any \| More research needed
		77
		78	= Not Yet Implemented =
		79
		80	Gate 2: Contradiction Search (planned) - Counter-evidence actively searched
		81
		82	Gate 3: Uncertainty Quantification (planned) - Data gaps identified and disclosed

Wiki source code of Quality Gates (v2.6.33)