# ProjectsMF (@projectsmf) on tiktok

- id: koinon:creator:tiktok_projectsmf
- url: https://koinonlink.com/kol/tiktok/projectsmf
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: projectsmf
- platform_url: https://www.tiktok.com/@projectsmf
- country: Spain
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 25965
- following: 29
- posts_total: 665
- posts_observed: 6
- verified: false
- size_tier: koc

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Physics explanations and experiments, Math tricks and calculus concepts, Quantum physics and modern tech applications, University entrance exam preparation (selectividad), CERN and particle physics visits

## Audience (inferred)
- status: present
- description: Spanish-speaking high school students preparing for selectividad/PAU exams, focused on physics and math
- roles: none
- seniority: learner
- pain_points: Difficulty grasping abstract physics concepts like quantum interference or derivatives intuitively, Lack of clear exam-oriented explanations for selectividad topics, Struggling to connect theoretical math/physics to real-world experiments or applications
- posts_analysed: 40
- confidence: 0.75

## 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: 57
- authenticity_basis: profile_shape_only
- credibility_score: 57
- 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
- [tiktok_projectsmf#0edaa32f] 👀 Si eres miope, tienes superpoder bajo el agua 🌊 Aunque suene increíble, los miopes ven un poco mejor bajo el agua que las personas con visión normal. La explicación: el agua (n=1.33) y la córnea (n≈1.376) desvían la luz casi igual, y eso reduce el poder de enfoque del ojo. Re (https://www.tiktok.com/@projectsmf)
- [tiktok_projectsmf#2519bc8b] original sound - projectsmf
- [tiktok_projectsmf#30e40723] It is a becoming a big trend on TikTok now! Click here: miopía
- [tiktok_projectsmf#ee02f4bf] Check out ProjectsMF’s video! #TikTok >
- [tiktok_projectsmf#91e674f4] El experimento más largo de toda la hostoria, la gota de brea. #ecperimento #fisica #brea #gotadebrea
- [tiktok_projectsmf#f2a6e533] ¿Cómo podemos emitir un solo fotón a la vez? Esta tecnología es muy útil en campos como la #computacion #cuant

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=0.25, freshness_days=72, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 9
- 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=tiktok_projectsmf
- Request removal: https://koinonlink.com/claim?k=tiktok_projectsmf
- Terms: https://koinonlink.com/for-ai