# Kara (@karanctsfics) on threads

- id: koinon:creator:threads_karanctsfics
- url: https://koinonlink.com/kol/threads/karanctsfics
- schema_version: 1.4

## Identity
- platform: threads
- handle: karanctsfics
- platform_url: https://www.threads.net/@karanctsfics
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7222
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01135
- best_post_interactions: 82
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: comedy
- category_confidence: 0.65
- category_source: derived_from_recent_content
- topics: Deja Vu chapter writing and outlines, Reader reactions and comments, Story ideas and plot brainstorming, Editing and sentence structure struggles
- bio: This Barbie is a Writer ♥️
Author of “Deja Vu” 
Living Full Time in Montbonne 
NotEvenCloseToStraight on AO3

## Audience (inferred)
- status: present
- description: Fanfiction readers following the author's ongoing story Deja Vu on AO3, mainly romance/slash fans engaging with chapter updates and writing snippets
- roles: consumer
- seniority: consumer
- pain_points: Waiting for new chapters of serialized fanfics, Dealing with overly long or complex sentences in stories, Hoping story outlines don't balloon into much longer drafts than expected
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 51
- authenticity_basis: engagement_observed
- credibility_score: 51
- 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
- [threads_karanctsfics#81611970] Hey y’all I’m the author of Deja Vu (and Bare) and ummm just wanted to let you know I have been crying (happy tears) for like an hour seeing all the amazing comments for my fic on here. So yep. ♥️♥️ thanks for reading and commenting and supporting my scribbles! (https://www.threads.com/@karanctsfics/post/DaMNGjmGjkb)
- [threads_karanctsfics#e26393c6] Deja Vu Ch23 outline is only 3k words. Surely that means the final draft will be like 10kish words and not pushing 20k+ right? Cos who in their right mind takes a modest 3k word outline and ends up writing 20k about dorky smooshy boyfriends sharing a handful of sans pantalones fo
- [threads_karanctsfics#8d0a1c5e] Had a Deja Vu Boyfriends idea during sunrise Pilates, tell me if this is dumb 😂
- [threads_karanctsfics#83a5a547] Just re read one of my ch6 sentences and it had fourteen commas before I ended the damn thing. A whole paragraph that was one single insane run on sentence 💀 I’d say sorry, but I stand by the drama and t

## 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=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=115, 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=78, 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=115, 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=115, method=platform_profile

## Freshness
- profile_checked_days_ago: 115
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 10
- 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=threads_karanctsfics
- Request removal: https://koinonlink.com/claim?k=threads_karanctsfics
- Terms: https://koinonlink.com/for-ai