# CFB Junkies (@gwilkie80) on x

- id: koinon:creator:x_gwilkie80
- url: https://koinonlink.com/kol/x/gwilkie80
- schema_version: 1.4

## Identity
- platform: x
- handle: gwilkie80
- platform_url: https://twitter.com/gwilkie80
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3532
- following: 2191
- posts_total: 25460
- posts_observed: 8
- posts_per_day: 4.259
- account_age_days: 5978
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.10617
- best_post_interactions: 375
- 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: sports
- category_confidence: 0.65
- category_source: derived_from_recent_content
- topics: CFB team decisions and conference issues, College sports gambling scandals
- bio: Live and breathe college sports.  Michigan State undergrad, follower of all Division I FBS programs and fitness junkie. Adopted Texan.

## Audience (inferred)
- status: present
- description: College football fans (data too limited to judge accurately)
- roles: none
- seniority: consumer
- posts_analysed: 2
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: A — 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_gwilkie80#2df7d6d5] I'm paraphrasing, but I believe what he's saying is "I already have a full roster and can't benefit so no one should be able to benefit." Thanks Coach, but if we're being honest UConn is one of the last basketball programs that should be lecturing others on following the rules. (https://twitter.com/gwilkie80)
- [x_gwilkie80#14a0e645] Very bold predictions indeed, but I agree. With a few lucky bounces MSU can win 8 games, and I have total faith in Coach Fitz. Being completely honest I think 6 regular season wins is more realistic, but I'd love to see 8. Considering where the program has been, anything over 6 t
- [x_gwilkie80#9e220497] Thank you @AOC for letting us know you’re antisemitic now vs. people finding out too late. I think the normal people in the @DNC are finally starting to figure you and the other extremists/socialists out. If the center-left Democrats don’t do something soon their party is going t
- [x_gwilkie80#055cbdaf] This would be a success in Year One for Coach Fitz. We have the roster to be competitive, and I truly believe Fitz has the passion to keep these players focused. In fact I'm going to go out on a limb and predict 7-5, with the difference being an upset over Illinois at home. If MS
- [x_gwilkie80#d03e666c] Who cares? Most of them were against overrated SEC teams. That's the problem with the subjectiveness is college football -- it allows bias like what we've seen toward the SEC. Now that we have a true playoff we're finding that the SEC isn't quite the juggarnaut we all thought it 
- [x_gwilkie80#dc8d0b72] @Coach_Entz sure talks big, but Fresno State has done absolutely nothing in it's entire history to suggest it can sniff the ACC or Big 12's jockstraps, so his comments here are misguided at best. Matt: Until your program masters the G6 you should probably watch your mouth because
- [x_gwilkie80#4e64e482] SEC guy @DustyDvoracek says there is no SEC bias from @espn. I’m shocked!
- [x_gwilkie80#fea190b8] It's interesting reading this tweet considering Beard got too big for his britches and pretty much threw away his career just a few years later. Their 2019 team beat us in the Final Four, one of the best defenses I've ever seen. As proof that karma is indeed real, seven years lat

## 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=108, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 7
- 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_gwilkie80
- Request removal: https://koinonlink.com/claim?k=x_gwilkie80
- Terms: https://koinonlink.com/for-ai