# Roses4Noses (@Roses4noses) on x

- id: koinon:creator:x_roses4noses
- url: https://koinonlink.com/kol/x/Roses4noses
- schema_version: 1.4

## Identity
- platform: x
- handle: Roses4noses
- platform_url: https://twitter.com/Roses4noses
- country: NZ
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 5180
- following: 5394
- posts_total: 101550
- posts_observed: 25
- posts_per_day: 23.704
- account_age_days: 4284
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00058
- best_post_interactions: 3
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: entertainment
- subcategory: news_media
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: US politics, Trump business criticism, wealth inequality
- bio: Bad feminist. Bicycle evangelist. Who/whom. Unmarked irony. Eat more beans.
 🇳🇿🥝🚴‍♀️🌺🌻💉🧲🌊

## Audience (inferred)
- status: present
- description: Left-leaning individuals interested in US political commentary and Trump criticism
- roles: none
- seniority: consumer
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 44
- authenticity_basis: engagement_observed
- credibility_score: 59
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_roses4noses#571a6380] America will never understand the Epstein network for as long as it keeps describing Epstein mainly as a pedophile and sex trafficker. He was monstrous in both regards but the great majority of his influence, and of the harm done in his network, did not involve pedophilia or even (https://twitter.com/Roses4noses/status/2027548088173478242)
- [x_roses4noses#5b0b755b] Navy Secretary with zero military experience John Phelan picked by Trump, WHY? For being a big donor & Epstein associate, and nothing else visible. How can military function with zero or wildly inadequte leadership? Pretty boy Hegseth being another example. https://t.co/gDjTKvam7
- [x_roses4noses#3e08c9a1] Bondi is OK with becoming one of the most despised smirking flunkies in the Trump admin so long as she can impede & delay formal revelation of Donald's involvement in horrific treatment of girls & young women. Free access: https://t.co/A0ha3kmpgq
- [x_roses4noses#725b019f] I watched both Botox Barbie and El Trumpo's interviews on the "Good, actually Perfect" execution. This is pretty much what they said. I also watched all the videos carefully. Including Trump's doctored & sped up one that made it look like the killer bounced off the front of the F
- [x_roses4noses#aae82ee1] Dr Seuss had a lot to say about Nazis. So I guess some his books are banned in schools. "Star-bellied Sneeches" certainly was.
- [x_roses4noses#cb120562] Trump has normalized outrageous breaches of ethical principles, rules and laws. Compare to this example from Bill Clinton:
- [x_roses4noses#d9863e24] Wild: Jeff Van Drew was elected to House as a NJ Dem, then flipped to MAGA a year later. Staffer Natalie Green paid a body mod artist $500 to cut "Trump whore" into her stomach and "Van Drew is racist" into her back", then with an accomplice reported a false attack to police. Aft
- [x_roses4noses#fd7df507] Trump has been vigorously repeating a meaningless phrase for months. There can be no explanation, but it needs none. It works by familiarity as a way to pivot to or evoke a vague culture war topic, effortlessly triggering pre-programmed emotions. https://t.co/fJCDnnsHNY

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=109, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=76, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=109, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_roses4noses
- Request removal: https://koinonlink.com/claim?k=x_roses4noses
- Terms: https://koinonlink.com/for-ai