Phase 7.2

Candidate review

Evidence, disagreement and workflow stay separate. Approval remains a human action.

Research console

auto-b067de485c83-02 · v1

Why do you usually look worse in photos than what you see in the mirror?

Mechanism: Examines how differences between mirrors and cameras create a mismatch between expectation and reality, including aspects like image reversal, lens distortion, and the static nature of photographs.

Payoff: Explains a familiar frustration—why so many people dislike their photos, despite being comfortable with their mirror image. Provides comfort that it's a scientific result, not a personal flaw.

Factual: pendingApproval: pending1 evidence links

Performance

10.44× medianBaseline: 15

Evidence

1youtube

Duplicates

0Exact component-level matches

Limitations

0No missing signal is coerced to zero
Evidence1
youtube · youtube.video
xBtj5y05YYYOpen source
Payload
{
  "id": "xBtj5y05YYY",
  "etag": "mJuIBYhTse4KwDqsXdKI3vQ25pc",
  "kind": "youtube#video",
  "snippet": {
    "title": "Why you look worse in photos 🤔",
    "channelId": "UC-bBxzmGc4m8KXckgYEKkHQ",
    "localized": {
      "title": "Why you look worse in photos 🤔",
      "description": ""
    },
    "categoryId": "27",
    "thumbnails": {
      "high": {
        "url": "https://i.ytimg.com/vi/xBtj5y05YYY/hqdefault.jpg",
        "width": 480,
        "height": 360
      },
      "maxres": {
        "url": "https://i.ytimg.com/vi/xBtj5y05YYY/maxresdefault.jpg",
        "width": 1280,
        "height": 720
      },
      "medium": {
        "url": "https://i.ytimg.com/vi/xBtj5y05YYY/mqdefault.jpg",
        "width": 320,
        "height": 180
      },
      "default": {
        "url": "https://i.ytimg.com/vi/xBtj5y05YYY/default.jpg",
        "width": 120,
        "height": 90
      },
      "standard": {
        "url": "https://i.ytimg.com/vi/xBtj5y05YYY/sddefault.jpg",
        "width": 640,
        "height": 480
      }
    },
    "description": "",
    "publishedAt": "2026-01-21T08:13:09Z",
    "channelTitle": "Morvexel",
    "defaultLanguage": "en-US",
    "defaultAudioLanguage": "en-US",
    "liveBroadcastContent": "none"
  },
  "statistics": {
    "likeCount": "16",
    "viewCount": "1563",
    "commentCount": "0",
    "favoriteCount": "0"
  },
  "contentDetails": {
    "caption": "false",
    "duration": "PT25S",
    "dimension": "2d",
    "definition": "hd",
    "projection": "rectangular",
    "contentRating": {},
    "licensedContent": false
  }
}
Advocate / Skeptic0

No evaluations recorded.

Duplicate signals0

No exact component matches.

Limitations0

No explicit limitations recorded.

    Factual review
    Editorial approval
    Audit trail0