+Positive WARNING

Incident #39

Rust

The most recent tracked incident was a positive warning alert triggered by sustained conditions. Across the visible window, the game added 596 reviews, the current 1-hour directional delta sits at 135, and the incident peak reached 135 in 1 hour. 1 earlier incident have already resolved.

Alert explainability

Confidence: high (80)Escalation risk: 68%

This positive momentum alert is currently warning because the last-hour direction delta reached 135 reviews (401 over 6h), with 10.4x baseline intensity, evaluated under sustained conditions and stale references.

Direction: Positive

Current tier: WARNING

Peak tier: WARNING

Model: V2

Trigger: sustained

Freshness: stale

1h direction delta: 135

6h direction delta: 401

Baseline multiple: 10.4x

Score change (6h): 0.0%

Open since: Apr 2, 2026, 7:55 PM

Resolved at: Apr 2, 2026, 8:45 PM

Window end: Apr 2, 2026, 8:24 PM

Confidence score

HIGH
80/100
-20Freshness — Reference snapshots are stale — velocity counts may under-estimate the signal.
+10Model version — Evaluated by the current alert model (V2).
+15Baseline ratio — 10.4× the expected hourly rate — high-confidence signal against a known baseline.
+15Volume — 135 directional reviews in 1 h — substantial sample size.
+10Dual confirmation — Both burst and sustained sub-classifiers independently fired — corroborating signal.

Before / after

Window from Apr 2, 2026, 8:52 AM to Apr 2, 2026, 9:44 PM.

Score before

87.0%

Score now

87.0%

Change

0.0%

Reviews added

596

Peak velocity

118/h

Counterfactual baseline

Observed velocity is running at least 2x expected baseline, indicating a strong anomaly.

Velocity 1h

Observed 93.7

Expected 14.0

Delta +79.7 (6.69x)

Score sensitivity

Observed 87.0%

Expected 87.0%

Delta 0.0 pt

Negative share

Observed 13.0%

Expected 13.0%

Delta +0.0 pp

Composite impact score

low (22)

Tier severity

+14

Review volume delta

+5

Peak velocity

+3

Score movement

+0

Resolution duration

+0

Likely cause ranking

Probabilities are heuristic and derived from approved tag assignments, classifier confidence, and editorial overrides.

ClassifierRaw confidence 70%v2

Sustained positive flow indicates sentiment recovery.

Incident FAQ

Auto-generated summary designed for quick sharing, operations handoffs, and SEO-friendly incident context.

What happened?

Rust entered a positive warning incident with 596 additional reviews in the tracked window.

How severe was it?

Incident remained in warning severity without crossing critical threshold. Composite impact score is 22/100 (LOW).

What are the most likely causes?

Positive Turnaround 100%

Is it resolving?

Resolved after 50 m with still elevated current sentiment state.

How far did sentiment move from normal?

Score moved by 0.0 points, from 87.0% to 87.0%. Peak velocity reached 118 reviews/hour.

Does it resemble a broader cluster?

No related incidents were detected across connected titles in the current comparison window.

External trigger timeline

Correlates model milestones with seasonal overlap and cause evidence to explain likely trigger context.

SEASONAL

Mar 30, 2026, 12:00 AM

Seasonal overlap: Steam House & Home Fest 2026

Official Steam themed fest.

SYSTEM

Apr 2, 2026, 6:54 PM

Peak pressure window

Peak tier reached WARNING.

SYSTEM

Apr 2, 2026, 7:55 PM

Incident opened

Model opened a positive warning incident via sustained trigger logic.

CAUSE

Apr 2, 2026, 7:55 PM

Likely cause: Positive Turnaround

Sustained positive flow indicates sentiment recovery. (alerts.trigger_type)

SYSTEM

Apr 2, 2026, 8:44 PM

Baseline divergence

1h direction velocity ran at 10.37x slot baseline.

SYSTEM

Apr 2, 2026, 8:45 PM

Incident resolved

Incident exited alert thresholds and moved to resolved state.

Anomaly explanation tree

Structured reason tree showing what opened the alert, what confirmed it, which factors reduced confidence, and how likely causes were assigned.

1) Opened by

Burst velocity anomaly

Baseline multiple 10.37x exceeded opening threshold.

Directional pressure (1h)

Direction delta 135 and share 0.83 informed open decision.

2) Confirmed by

Tier progression

Current tier: warning, peak: warning, trigger: sustained.

Score trend confirmation

6h score change at 0%.

3) Confidence dampeners

Freshness gate

Freshness state is stale.

Direction coherence

Positive pressure pattern lowers negative-risk interpretation.

4) Tag assignment outcomes

Positive Turnaround

70% confidence from 1 evidence items and 1 rules.

Evidence provenance

Audit view of the concrete signals, rule identifiers, and evidence sources that contributed to this incident interpretation.

Core signals

Direction delta 1h

135

alerts.metadata.current_metrics.direction_delta_1h

Short-window directional review acceleration used in live alert scoring.

Direction share 1h

0.83

alerts.metadata.current_metrics.direction_share_1h

Directional concentration used to distinguish coordinated or concentrated pressure.

Baseline ratio 1h

10.37

alerts.metadata.current_metrics.slot_baseline_ratio_1h

Observed velocity relative to expected slot baseline for this game/time bucket.

Score change 6h

0

alerts.metadata.current_metrics.score_change_percent_6h

Medium-window score movement used for sustained confirmation.

Applied rules

sustained_pos

Cause evidence trail

Positive Turnaround

SUSTAINED

alerts.trigger_type

Sustained positive flow indicates sentiment recovery.

Why this moved

TRIGGER

Prolonged positive sentiment — 401 biased reviews over 6 hours — 10.4x the expected rate — opened a warning alert.

SEVERITY

The incident peaked at warning tier within the first hour. It ran for 1h total.

RECOVERY

Score has not meaningfully changed since resolution — sentiment appears stable.

CONTEXT

Sustained positive momentum typically reflects genuine improvement in audience sentiment — gradual recovery following a patch, price correction, or community-driven revisit.

Recovery tracking

Forecast ETA to normalize sentiment: Now (HIGH confidence)

Post-incident behaviour is close to expected baseline levels.

Time to peak

-61 m

Time to resolve

50 m

Score at start

87.0%

Score at peak

87.0%

Uplift

0.0 pt

Recovered +24 h

n/a

Recovered +7 d

n/a

Recovered +30 d

n/a

Sentiment stabilised

No

Incident velocity window

Alert timeline

Escalation history across active and resolved incidents for this game.

+Positive WARNING

Started Apr 2, 2026, 7:55 PM

Incident page
openedwarning

Incident opened at warning severity

Apr 2, 2026, 7:55 PM

Trigger: sustained

peakedwarning

Peaked at warning severity

Apr 2, 2026, 8:24 PM

resolved

Resolved from warning severity

Apr 2, 2026, 8:44 PM

Portfolio blast radius

Isolated

No meaningful spread to other related titles right now.

Related active

0

Resolved (14d)

0

Impacted titles

0

Global active

0

No related active or recently resolved incidents were found.