Evidence Center
Don't take our benchmark performance, reproducibility, or latency claims on faith.
Every production claim should trace to a versioned configuration, benchmark artifact, methodology, or verification receipt. This is where you check them.
Benchmark catalog bcat_Q7K2N · 13 catalog analyzers (12 GA) · 43 languages · 2680 detection labels
Analysis Quality
Benchmark results
Per-analyzer and per-language Top-3 hit rates from the versioned benchmark catalog.
Reproducibility
Configuration + receipt replay
Run an analysis, take the signed receipt, replay the same input under the same pinned configuration and output profile.
Operational Performance
Latency + availability methodology
How latency, uptime, and throughput are measured per endpoint, region, and analyzer.
Change Control
Configuration and release diffs
Immutable configurations and versioned release diffs - a result pinned to a config ID stays reproducible while that configuration remains supported.
Limitations
False-positive behavior, scope, boundaries
What the metrics do and do not measure - stated explicitly, not buried.
Determinism
Why output is reproducible
Versioned analysis configurations, no generative component in the analysis path.
Benchmark coverage at a glance
12
GA production analyzers
8
with published per-language results (4 pending)
Per-language
reporting
Replayable
reproducibility tests
Published
latency methodology
Config-level
traceability
Benchmark methodology
How the benchmark suite is generated, which evaluation rules apply, how ranked vs. production-gated metrics differ, and how to rebuild the catalog yourself.
Catalog: bcat_Q7K2N
Per-language results
Top-3 hit rate broken down by analyzer and language, with sample counts per cell. Every number traces back to a versioned result file.
Competitor comparisons
Feature and benchmark comparisons against general-purpose moderation APIs, with the limits of each comparison stated explicitly.
Reproducibility tests & signed receipts
Run a detection, get a signed receipt, and replay it later. Same input, same configuration ID, same output profile, same result - verifiable months after the fact.
Determinism
Why Sentiqra output is deterministic: versioned analysis configurations and no generative component in the analysis path.
Latency methodology
How latency, uptime, and throughput are measured - per endpoint, per region, per analyzer - and what the published performance targets are.
Release diffs & configuration versions
Every release is versioned and diffed. Analyzer configurations are immutable - a result pinned to a config ID stays reproducible across releases while the configuration remains supported.
Current catalog: dcat_R7K2N4
Score quality & FP/FN analysis
A score expresses signal-match strength under a particular analyzer configuration. It is not a probability that the signal or a downstream action is correct. Validate action thresholds on representative labeled data. The benchmark catalog keeps ranked and production-gated metrics separate for exactly this reason - a Top-3 hit rate is not a false-positive rate.
Thresholds are always use-case-specific. There is no universal score that means "auto-action" - the right cutoff depends on your cost of a false positive versus a false negative in your domain. The methodology page documents what each metric does and does not measure.
Held-out decision-quality evaluation
A separate held-out suite measures what Top-3 hit rate does not: false positives on benign, look-alike, quoted, negated, reported-speech, and mixed-language text; abstention and coverage; per-label precision and recall; and policy errors at stated operating points.
dataset ho_226796e218 · measured 2026-09-24 · Wilson 95% intervals
Measured on a prior detection configuration (2026-09-24). These results are historical — they do not describe the currently deployed configuration.
38.8%
False-positive rate on no-signal items
318/820 flagged · 95% CI 35.5–42.2% · 2 eval errors counted, not dropped
71.4%
Expected label found (positive items)
300/420 · 95% CI 66.9–75.5%
43.0%
Abstention (zero signals returned)
Coverage is the complement of abstention; errors count in denominators
By analyzer — weak spots are not averaged away
| Analyzer | n | FP rate (95% CI) | Hit rate (95% CI) | Abstention |
|---|---|---|---|---|
| crisis | 75 | 9.1% [3.1–23.6] | 0.0% [0.0–9.9] | 92.0% |
| customer-service | 75 | 40.6% [25.5–57.7] | 74.3% [57.9–85.8] | 32.0% |
| cybersecurity | 75 | 97.0% [84.7–99.5] | 68.6% [52.0–81.5] | 2.7% |
| dating-safety | 77 | 66.7% [49.6–80.3] | 97.1% [85.5–99.5] | 14.3% |
| discrimination | 76 | 90.9% [76.4–96.9] | 82.9% [67.3–91.9] | 4.0% |
| disinformation | 74 | 25.0% [13.3–42.1] | 42.9% [28.0–59.1] | 40.5% |
| emotions | 74 | 71.9% [54.6–84.4] | 100.0% [90.1–100.0] | 12.2% |
| finance | 76 | 100.0% [88.7–100.0] | 100.0% [90.1–100.0] | 2.6% |
| fraud-scam | 76 | 68.8% [51.4–82.1] | 65.7% [49.2–79.2] | 13.2% |
| insurance | 76 | 78.1% [61.3–89.0] | 97.1% [85.5–99.5] | 9.2% |
| trust-safety | 1275 | 22.7% [19.1–26.7] | 68.6% [52.0–81.5] | 55.5% |
| wellness | 75 | 12.9% [5.1–28.9] | 60.0% [43.6–74.5] | 41.3% |
By language — no-signal items
| Language | n (neg) | FP rate (95% CI) |
|---|---|---|
| ru | 0 | — |
| pt | 1 | 0.0% [0.0–79.4] |
| es | 9 | 88.9% [56.5–98.0] |
| it | 2 | 100.0% [34.2–100.0] |
| en | 791 | 37.2% [33.9–40.6] |
| da | 2 | 0.0% [0.0–65.8] |
| de | 9 | 88.9% [56.5–98.0] |
| ar | 0 | — |
| ms | 0 | — |
| ja | 0 | — |
| hi | 0 | — |
| zh | 0 | — |
| fr | 5 | 100.0% [56.6–100.0] |
| nl | 1 | 100.0% [20.7–100.0] |
| pl | 0 | — |
By challenge category
| Category | n | Flag rate (95% CI) |
|---|---|---|
| mixed language | 85 | 80.7% [63.7–90.8] |
| negation | 64 | 56.3% [44.1–67.7] |
| boundary | 810 | — |
| positive | 420 | — |
| benign | 64 | 29.7% [19.9–41.8] |
| look-alike | 493 | 28.0% [24.2–32.1] |
| quotation | 84 | 58.3% [47.7–68.3] |
| reported speech | 84 | 60.7% [50.0–70.5] |
Policy errors at stated operating points
Example decision points only — none is a recommendation. "Action" means any emitted signal at or above the stated score; policy FP = actions on no-signal items, policy miss = expected label absent at that point.
| Operating point (score ≥) | Coverage | Policy FP (95% CI) | Policy miss (95% CI) |
|---|---|---|---|
| 0.7 | 55.7% | 37.7% [34.4–41.1] n=820 | 31.2% [27.0–35.8] n=420 |
| 0.8 | 53.0% | 32.8% [29.7–36.1] n=820 | 33.8% [29.5–38.5] n=420 |
| 0.9 | 52.0% | 32.3% [29.2–35.6] n=820 | 37.1% [32.7–41.9] n=420 |
| 0.95 | 51.1% | 31.6% [28.5–34.9] n=820 | 38.1% [33.6–42.8] n=420 |
Per-label precision and recall
Published only where support is sufficient (n ≥ 5); smaller cells are marked insufficient rather than hidden.
| Label | Support | Precision (95% CI) | Recall (95% CI) |
|---|---|---|---|
| crisis · acute_crisis | 5 | — | 0.0% [0.0–43.5] |
| crisis · aid_response | 0 (insufficient) | — | — |
| crisis · alert | 0 (insufficient) | — | — |
| crisis · announcement | 0 (insufficient) | — | — |
| crisis · astroturfing | 5 | 0.0% [0.0–79.4] | 0.0% [0.0–43.5] |
| crisis · asylum | 0 (insufficient) | — | — |
| crisis · blockade | 0 (insufficient) | — | — |
| crisis · bombing | 0 (insufficient) | — | — |
| crisis · border_closure | 5 | 0.0% [0.0–56.2] | 0.0% [0.0–43.5] |
| crisis · border_crossing | 0 (insufficient) | — | — |
| crisis · broadcast | 0 (insufficient) | — | — |
| crisis · call_to_action | 0 (insufficient) | — | — |
| crisis · casualty | 5 | — | 0.0% [0.0–43.5] |
| crisis · ceasefire | 0 (insufficient) | — | — |
| crisis · clash | 5 | 0.0% [0.0–79.4] | 0.0% [0.0–43.5] |
| crisis · community_response | 0 (insufficient) | — | — |
| crisis · coordination | 0 (insufficient) | — | — |
| crisis · crisis_level | 0 (insufficient) | — | — |
| crisis · curfew | 5 | — | 0.0% [0.0–43.5] |
| crisis · declaration | 0 (insufficient) | — | — |
| crisis · deepfake | 5 | — | 0.0% [0.0–43.5] |
| crisis · deployment | 0 (insufficient) | — | — |
| crisis · deportation | 0 (insufficient) | — | — |
| crisis · detention_center | 0 (insufficient) | — | — |
| crisis · displaced_person | 0 (insufficient) | — | — |
| crisis · dissemination | 0 (insufficient) | — | — |
| crisis · emergency_decree | 0 (insufficient) | — | — |
| crisis · entry_ban | 0 (insufficient) | — | — |
| crisis · escalation_rate | 0 (insufficient) | — | — |
| crisis · evacuation | 0 (insufficient) | — | — |
| crisis · executive_order | 0 (insufficient) | — | — |
| crisis · exit_ban | 0 (insufficient) | — | — |
| crisis · facilitation | 0 (insufficient) | — | — |
| crisis · fear_appeal | 0 (insufficient) | — | — |
| crisis · flight | 0 (insufficient) | — | — |
| crisis · immigration | 0 (insufficient) | — | — |
| crisis · internally_displaced | 0 (insufficient) | — | — |
| crisis · leak | 0 (insufficient) | — | — |
| crisis · logistics | 0 (insufficient) | — | — |
| crisis · mandate | 0 (insufficient) | — | — |
| crisis · mass_displacement | 0 (insufficient) | — | — |
| crisis · mobilisation_message | 0 (insufficient) | — | — |
| crisis · mutual_aid | 0 (insufficient) | — | — |
| crisis · planning | 0 (insufficient) | — | — |
| crisis · preparation | 0 (insufficient) | — | — |
| crisis · pushback | 0 (insufficient) | — | — |
| crisis · quota | 0 (insufficient) | — | — |
| crisis · recruitment | 0 (insufficient) | — | — |
| crisis · refugee_crisis | 0 (insufficient) | — | — |
| crisis · resource_sharing | 0 (insufficient) | — | — |
| crisis · return | 0 (insufficient) | — | — |
| crisis · sanction | 0 (insufficient) | — | — |
| crisis · scale | 0 (insufficient) | — | — |
| crisis · sheltering | 0 (insufficient) | — | — |
| crisis · siege | 0 (insufficient) | — | — |
| crisis · state_of_emergency | 0 (insufficient) | — | — |
| crisis · urgency_appeal | 0 (insufficient) | — | — |
| crisis · urgent | 0 (insufficient) | — | — |
| crisis · visa_restriction | 0 (insufficient) | — | — |
| crisis · volunteerism | 0 (insufficient) | — | — |
| customer-service · account_cancellation_threat | 0 (insufficient) | — | — |
| customer-service · account_deletion | 0 (insufficient) | — | — |
| customer-service · account_lockout | 0 (insufficient) | — | — |
| customer-service · account_merge | 0 (insufficient) | — | — |
| customer-service · account_reactivation | 0 (insufficient) | — | — |
| customer-service · acknowledgment_missing | 0 (insufficient) | — | — |
| customer-service · activation_failure | 0 (insufficient) | — | — |
| customer-service · all_users_affected | 0 (insufficient) | — | — |
| customer-service · api_auth_failure | 0 (insufficient) | — | — |
| customer-service · api_error_400 | 0 (insufficient) | — | — |
| customer-service · api_error_500 | 0 (insufficient) | — | — |
| customer-service · api_timeout | 0 (insufficient) | — | — |
| customer-service · attachment_issue | 0 (insufficient) | — | — |
| customer-service · auto_renewal_opt_out | 0 (insufficient) | — | — |
| customer-service · broken_link | 0 (insufficient) | — | — |
| customer-service · bug_report | 5 | — | 0.0% [0.0–43.5] |
| customer-service · business_blocker | 0 (insufficient) | — | — |
| customer-service · cancel_subscription | 5 | 41.7% [19.3–68.1] | 100.0% [56.6–100.0] |
| customer-service · capacity_issue | 0 (insufficient) | — | — |
| customer-service · cdn_failure | 0 (insufficient) | — | — |
| customer-service · chargeback_dispute | 0 (insufficient) | — | — |
| customer-service · churn_signal | 0 (insufficient) | — | — |
| customer-service · competitor_switch | 0 (insufficient) | — | — |
| customer-service · credential_compromise | 0 (insufficient) | — | — |
| customer-service · database_error | 0 (insufficient) | — | — |
| customer-service · deadline_missed | 0 (insufficient) | — | — |
| customer-service · deadline_pressure | 0 (insufficient) | — | — |
| customer-service · degraded_performance | 0 (insufficient) | — | — |
| customer-service · delayed_response | 0 (insufficient) | — | — |
| customer-service · documentation_link | 0 (insufficient) | — | — |
| customer-service · downgrade_plan | 0 (insufficient) | — | — |
| customer-service · duplicate_charge | 0 (insufficient) | — | — |
| customer-service · email_not_received | 0 (insufficient) | — | — |
| customer-service · error_4xx | 0 (insufficient) | — | — |
| customer-service · error_5xx | 0 (insufficient) | — | — |
| customer-service · escalation_acknowledgment | 0 (insufficient) | — | — |
| customer-service · expired_credentials | 0 (insufficient) | — | — |
| customer-service · export_failure | 0 (insufficient) | — | — |
| customer-service · feature_missing | 0 (insufficient) | — | — |
| customer-service · feature_regression | 0 (insufficient) | — | — |
| customer-service · feature_request | 0 (insufficient) | — | — |
| customer-service · follow_up | 0 (insufficient) | — | — |
| customer-service · formal_complaint | 0 (insufficient) | — | — |
| customer-service · graphql_error | 0 (insufficient) | — | — |
| customer-service · import_failure | 0 (insufficient) | — | — |
| customer-service · installation_problem | 0 (insufficient) | — | — |
| customer-service · integration_break | 0 (insufficient) | — | — |
| customer-service · internal_routing | 0 (insufficient) | — | — |
| customer-service · invoice_dispute | 0 (insufficient) | — | — |
| customer-service · latency_slow | 0 (insufficient) | — | — |
| customer-service · legal_threat | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| customer-service · login_failure | 5 | 62.5% [30.6–86.3] | 100.0% [56.6–100.0] |
| customer-service · manager_request | 0 (insufficient) | — | — |
| customer-service · mfa_issue | 0 (insufficient) | — | — |
| customer-service · migration_away | 0 (insufficient) | — | — |
| customer-service · missing_invoice | 0 (insufficient) | — | — |
| customer-service · mobile_app_issue | 0 (insufficient) | — | — |
| customer-service · multi_user_conflict | 0 (insufficient) | — | — |
| customer-service · no_response | 0 (insufficient) | — | — |
| customer-service · out_of_scope | 0 (insufficient) | — | — |
| customer-service · pagination_issue | 0 (insufficient) | — | — |
| customer-service · partial_outage | 0 (insufficient) | — | — |
| customer-service · pause_subscription | 0 (insufficient) | — | — |
| customer-service · payment_declined | 0 (insufficient) | — | — |
| customer-service · phishing_report | 0 (insufficient) | — | — |
| customer-service · positive_feedback | 0 (insufficient) | — | — |
| customer-service · previous_promise_broken | 0 (insufficient) | — | — |
| customer-service · price_increase | 0 (insufficient) | — | — |
| customer-service · price_objection | 0 (insufficient) | — | — |
| customer-service · product_suggestion | 0 (insufficient) | — | — |
| customer-service · production_down | 0 (insufficient) | — | — |
| customer-service · profile_update | 0 (insufficient) | — | — |
| customer-service · proration_credit | 0 (insufficient) | — | — |
| customer-service · push_notification_missing | 0 (insufficient) | — | — |
| customer-service · refund_request | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| customer-service · registration_failure | 0 (insufficient) | — | — |
| customer-service · regulatory_complaint | 0 (insufficient) | — | — |
| customer-service · renewal_charge | 0 (insufficient) | — | — |
| customer-service · renewal_reluctance | 0 (insufficient) | — | — |
| customer-service · sdk_error | 0 (insufficient) | — | — |
| customer-service · search_problem | 0 (insufficient) | — | — |
| customer-service · security_urgent | 0 (insufficient) | — | — |
| customer-service · service_outage | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| customer-service · settings_reset | 0 (insufficient) | — | — |
| customer-service · sla_breach | 0 (insufficient) | — | — |
| customer-service · sms_not_delivered | 0 (insufficient) | — | — |
| customer-service · sso_failure | 0 (insufficient) | — | — |
| customer-service · status_page_question | 0 (insufficient) | — | — |
| customer-service · status_update_request | 0 (insufficient) | — | — |
| customer-service · support_dissatisfaction | 0 (insufficient) | — | — |
| customer-service · tax_vat_issue | 0 (insufficient) | — | — |
| customer-service · ticket_closure_dispute | 0 (insufficient) | — | — |
| customer-service · ui_confusion | 0 (insufficient) | — | — |
| customer-service · unauthorized_access | 0 (insufficient) | — | — |
| customer-service · unsubscribe_failure | 0 (insufficient) | — | — |
| customer-service · urgent_request | 5 | 25.0% [4.6–69.9] | 20.0% [3.6–62.5] |
| customer-service · webhook_failure | 0 (insufficient) | — | — |
| customer-service · win_back_request | 0 (insufficient) | — | — |
| customer-service · workflow_error | 0 (insufficient) | — | — |
| cybersecurity · access_denied_spike | 0 (insufficient) | — | — |
| cybersecurity · access_pattern_change | 0 (insufficient) | — | — |
| cybersecurity · account_persistence | 0 (insufficient) | — | — |
| cybersecurity · account_takeover | 5 | 28.6% [11.7–54.7] | 80.0% [37.6–96.4] |
| cybersecurity · active_compromise | 0 (insufficient) | — | — |
| cybersecurity · admin_role_grant | 0 (insufficient) | — | — |
| cybersecurity · api_abuse | 0 (insufficient) | — | — |
| cybersecurity · api_key_abuse | 0 (insufficient) | — | — |
| cybersecurity · archive_creation | 0 (insufficient) | — | — |
| cybersecurity · artifact_cleanup | 0 (insufficient) | — | — |
| cybersecurity · automation_abuse | 0 (insufficient) | — | — |
| cybersecurity · backup_deletion | 0 (insufficient) | — | — |
| cybersecurity · beaconing | 0 (insufficient) | — | — |
| cybersecurity · behavior_anomaly | 0 (insufficient) | — | — |
| cybersecurity · binary_proxy_execution | 0 (insufficient) | — | — |
| cybersecurity · boot_disruption | 0 (insufficient) | — | — |
| cybersecurity · bot | 0 (insufficient) | — | — |
| cybersecurity · brand_impersonation | 0 (insufficient) | — | — |
| cybersecurity · brute_force | 0 (insufficient) | — | — |
| cybersecurity · bulk_file_access | 0 (insufficient) | — | — |
| cybersecurity · campaign_match | 0 (insufficient) | — | — |
| cybersecurity · cloud_account_abuse | 0 (insufficient) | — | — |
| cybersecurity · cloud_policy_change | 0 (insufficient) | — | — |
| cybersecurity · cloud_resource_anomaly | 0 (insufficient) | — | — |
| cybersecurity · cloud_role_assumption | 0 (insufficient) | — | — |
| cybersecurity · cloud_upload_anomaly | 0 (insufficient) | — | — |
| cybersecurity · command_and_control | 5 | 20.0% [3.6–62.5] | 20.0% [3.6–62.5] |
| cybersecurity · command_injection | 0 (insufficient) | — | — |
| cybersecurity · connection_exhaustion | 0 (insufficient) | — | — |
| cybersecurity · cpu_exhaustion | 0 (insufficient) | — | — |
| cybersecurity · credential_dumping | 0 (insufficient) | — | — |
| cybersecurity · credential_lure | 0 (insufficient) | — | — |
| cybersecurity · credential_reuse | 0 (insufficient) | — | — |
| cybersecurity · credential_stuffing | 0 (insufficient) | — | — |
| cybersecurity · credential_theft | 5 | 21.7% [9.7–41.9] | 100.0% [56.6–100.0] |
| cybersecurity · cron_persistence | 0 (insufficient) | — | — |
| cybersecurity · cross_site_scripting | 0 (insufficient) | — | — |
| cybersecurity · cryptominer | 0 (insufficient) | — | — |
| cybersecurity · csrf | 0 (insufficient) | — | — |
| cybersecurity · data_exfiltration | 5 | 33.3% [9.7–70.0] | 40.0% [11.8–76.9] |
| cybersecurity · data_hoarding | 0 (insufficient) | — | — |
| cybersecurity · defense_evasion | 0 (insufficient) | — | — |
| cybersecurity · denial_of_service | 0 (insufficient) | — | — |
| cybersecurity · departure_risk_activity | 0 (insufficient) | — | — |
| cybersecurity · destructive_command | 0 (insufficient) | — | — |
| cybersecurity · disk_wipe | 0 (insufficient) | — | — |
| cybersecurity · display_name_spoofing | 0 (insufficient) | — | — |
| cybersecurity · distributed_denial_of_service | 0 (insufficient) | — | — |
| cybersecurity · domain_lookalike | 0 (insufficient) | — | — |
| cybersecurity · dormant_account_use | 0 (insufficient) | — | — |
| cybersecurity · east_west_anomaly | 0 (insufficient) | — | — |
| cybersecurity · encrypted_c2 | 0 (insufficient) | — | — |
| cybersecurity · executive_impersonation | 0 (insufficient) | — | — |
| cybersecurity · exploit_attempt | 0 (insufficient) | — | — |
| cybersecurity · external_sender | 0 (insufficient) | — | — |
| cybersecurity · failed_login_spike | 0 (insufficient) | — | — |
| cybersecurity · file_encryption | 0 (insufficient) | — | — |
| cybersecurity · file_inclusion | 0 (insufficient) | — | — |
| cybersecurity · group_membership_change | 0 (insufficient) | — | — |
| cybersecurity · history_deletion | 0 (insufficient) | — | — |
| cybersecurity · host_scan | 0 (insufficient) | — | — |
| cybersecurity · impossible_travel | 0 (insufficient) | — | — |
| cybersecurity · infostealer | 0 (insufficient) | — | — |
| cybersecurity · internal_host_pivot | 0 (insufficient) | — | — |
| cybersecurity · ioc_match | 0 (insufficient) | — | — |
| cybersecurity · keylogger | 0 (insufficient) | — | — |
| cybersecurity · known_malicious_domain | 0 (insufficient) | — | — |
| cybersecurity · known_malicious_hash | 0 (insufficient) | — | — |
| cybersecurity · known_malicious_ip | 0 (insufficient) | — | — |
| cybersecurity · known_malicious_url | 0 (insufficient) | — | — |
| cybersecurity · known_malware_family | 0 (insufficient) | — | — |
| cybersecurity · large_outbound_transfer | 0 (insufficient) | — | — |
| cybersecurity · lateral_movement | 0 (insufficient) | — | — |
| cybersecurity · loader | 0 (insufficient) | — | — |
| cybersecurity · log_deletion | 0 (insufficient) | — | — |
| cybersecurity · login_anomaly | 0 (insufficient) | — | — |
| cybersecurity · mailbox_rule_creation | 0 (insufficient) | — | — |
| cybersecurity · malicious_attachment | 0 (insufficient) | — | — |
| cybersecurity · malicious_link | 0 (insufficient) | — | — |
| cybersecurity · malware | 0 (insufficient) | — | — |
| cybersecurity · masquerading | 0 (insufficient) | — | — |
| cybersecurity · mass_assignment | 0 (insufficient) | — | — |
| cybersecurity · mass_download | 0 (insufficient) | — | — |
| cybersecurity · mass_export | 0 (insufficient) | — | — |
| cybersecurity · mass_file_deletion | 0 (insufficient) | — | — |
| cybersecurity · mass_file_rename | 0 (insufficient) | — | — |
| cybersecurity · memory_execution | 0 (insufficient) | — | — |
| cybersecurity · mfa_fatigue | 0 (insufficient) | — | — |
| cybersecurity · multi_stage_attack | 0 (insufficient) | — | — |
| cybersecurity · new_asn_login | 0 (insufficient) | — | — |
| cybersecurity · new_autostart | 0 (insufficient) | — | — |
| cybersecurity · new_cloud_key | 0 (insufficient) | — | — |
| cybersecurity · new_device_login | 0 (insufficient) | — | — |
| cybersecurity · new_executable | 0 (insufficient) | — | — |
| cybersecurity · new_external_destination | 0 (insufficient) | — | — |
| cybersecurity · new_location_login | 0 (insufficient) | — | — |
| cybersecurity · new_sender | 0 (insufficient) | — | — |
| cybersecurity · oauth_app_abuse | 0 (insufficient) | — | — |
| cybersecurity · oauth_consent_abuse | 0 (insufficient) | — | — |
| cybersecurity · object_reference_abuse | 0 (insufficient) | — | — |
| cybersecurity · off_hours_login | 0 (insufficient) | — | — |
| cybersecurity · parameter_tampering | 0 (insufficient) | — | — |
| cybersecurity · password_spraying | 0 (insufficient) | — | — |
| cybersecurity · path_traversal | 0 (insufficient) | — | — |
| cybersecurity · payment_lure | 0 (insufficient) | — | — |
| cybersecurity · peer_group_deviation | 0 (insufficient) | — | — |
| cybersecurity · periodic_connection | 0 (insufficient) | — | — |
| cybersecurity · permission_expansion | 0 (insufficient) | — | — |
| cybersecurity · phishing | 5 | 22.2% [6.3–54.7] | 40.0% [11.8–76.9] |
| cybersecurity · port_scan | 0 (insufficient) | — | — |
| cybersecurity · privilege_escalation | 0 (insufficient) | — | — |
| cybersecurity · privileged_behavior_anomaly | 0 (insufficient) | — | — |
| cybersecurity · privileged_login | 0 (insufficient) | — | — |
| cybersecurity · process_tree_anomaly | 0 (insufficient) | — | — |
| cybersecurity · protocol_abuse | 0 (insufficient) | — | — |
| cybersecurity · public_storage_exposure | 0 (insufficient) | — | — |
| cybersecurity · ransom_note | 0 (insufficient) | — | — |
| cybersecurity · ransomware | 5 | 41.7% [19.3–68.1] | 100.0% [56.6–100.0] |
| cybersecurity · rare_destination | 0 (insufficient) | — | — |
| cybersecurity · rate_limit_evasion | 0 (insufficient) | — | — |
| cybersecurity · rdp_lateral_use | 0 (insufficient) | — | — |
| cybersecurity · registry_run_key | 0 (insufficient) | — | — |
| cybersecurity · remote_access_trojan | 0 (insufficient) | — | — |
| cybersecurity · remote_admin_tool | 0 (insufficient) | — | — |
| cybersecurity · remote_code_execution | 0 (insufficient) | — | — |
| cybersecurity · remote_service_use | 0 (insufficient) | — | — |
| cybersecurity · reply_to_mismatch | 0 (insufficient) | — | — |
| cybersecurity · request_flood | 0 (insufficient) | — | — |
| cybersecurity · resource_access_anomaly | 0 (insufficient) | — | — |
| cybersecurity · resource_exhaustion | 0 (insufficient) | — | — |
| cybersecurity · reverse_shell | 0 (insufficient) | — | — |
| cybersecurity · saas_admin_change | 0 (insufficient) | — | — |
| cybersecurity · scheduled_task | 0 (insufficient) | — | — |
| cybersecurity · scraping_anomaly | 0 (insufficient) | — | — |
| cybersecurity · security_tool_disable | 0 (insufficient) | — | — |
| cybersecurity · sender_spoofing | 0 (insufficient) | — | — |
| cybersecurity · service_account_privilege | 0 (insufficient) | — | — |
| cybersecurity · service_account_use | 0 (insufficient) | — | — |
| cybersecurity · service_degradation | 0 (insufficient) | — | — |
| cybersecurity · service_enumeration | 0 (insufficient) | — | — |
| cybersecurity · service_installation | 0 (insufficient) | — | — |
| cybersecurity · session_hijacking | 0 (insufficient) | — | — |
| cybersecurity · shadow_copy_deletion | 0 (insufficient) | — | — |
| cybersecurity · shell_spawn | 0 (insufficient) | — | — |
| cybersecurity · signed_binary_abuse | 0 (insufficient) | — | — |
| cybersecurity · smb_exploitation | 0 (insufficient) | — | — |
| cybersecurity · spear_phishing | 0 (insufficient) | — | — |
| cybersecurity · spyware | 0 (insufficient) | — | — |
| cybersecurity · sql_injection | 5 | 55.6% [26.7–81.1] | 100.0% [56.6–100.0] |
| cybersecurity · ssh_bruteforce | 0 (insufficient) | — | — |
| cybersecurity · ssh_lateral_use | 0 (insufficient) | — | — |
| cybersecurity · ssrf | 0 (insufficient) | — | — |
| cybersecurity · staging_data | 0 (insufficient) | — | — |
| cybersecurity · startup_folder | 0 (insufficient) | — | — |
| cybersecurity · startup_persistence | 0 (insufficient) | — | — |
| cybersecurity · storage_exhaustion | 0 (insufficient) | — | — |
| cybersecurity · suspicious_dns | 0 (insufficient) | — | — |
| cybersecurity · template_injection | 0 (insufficient) | — | — |
| cybersecurity · thread_hijacking | 0 (insufficient) | — | — |
| cybersecurity · token_replay | 0 (insufficient) | — | — |
| cybersecurity · token_theft | 0 (insufficient) | — | — |
| cybersecurity · traffic_flood | 0 (insufficient) | — | — |
| cybersecurity · trojan | 0 (insufficient) | — | — |
| cybersecurity · unexpected_attachment | 0 (insufficient) | — | — |
| cybersecurity · unexpected_link | 0 (insufficient) | — | — |
| cybersecurity · unexpected_mfa_reset | 0 (insufficient) | — | — |
| cybersecurity · unexpected_powershell | 0 (insufficient) | — | — |
| cybersecurity · unusual_data_access | 0 (insufficient) | — | — |
| cybersecurity · unusual_printing | 0 (insufficient) | — | — |
| cybersecurity · unusual_usb_use | 0 (insufficient) | — | — |
| cybersecurity · urgency_lure | 0 (insufficient) | — | — |
| cybersecurity · vendor_impersonation | 0 (insufficient) | — | — |
| cybersecurity · vulnerability_scan | 0 (insufficient) | — | — |
| cybersecurity · web_auth_bypass | 0 (insufficient) | — | — |
| cybersecurity · web_shell | 0 (insufficient) | — | — |
| cybersecurity · winrm_use | 0 (insufficient) | — | — |
| dating-safety · abuse_off_platform | 0 (insufficient) | — | — |
| dating-safety · abuse_profile_misuse | 0 (insufficient) | — | — |
| dating-safety · abuse_report_manipulation | 0 (insufficient) | — | — |
| dating-safety · abuse_third_party_apps | 0 (insufficient) | — | — |
| dating-safety · catfish_oil_rig | 0 (insufficient) | — | — |
| dating-safety · catfish_refuses_video | 5 | 45.5% [21.3–72.0] | 100.0% [56.6–100.0] |
| dating-safety · catfish_stolen_photos | 0 (insufficient) | — | — |
| dating-safety · coercion_financial | 0 (insufficient) | — | — |
| dating-safety · coercion_isolation_demand | 0 (insufficient) | — | — |
| dating-safety · coercion_monitoring_demand | 0 (insufficient) | — | — |
| dating-safety · consent_assumption | 0 (insufficient) | — | — |
| dating-safety · consent_ignoring_no | 0 (insufficient) | — | — |
| dating-safety · consent_stealthing | 0 (insufficient) | — | — |
| dating-safety · consent_surprise_acts | 0 (insufficient) | — | — |
| dating-safety · drug_party_invitation | 0 (insufficient) | — | — |
| dating-safety · drug_soliciting | 0 (insufficient) | — | — |
| dating-safety · emotional_comparison | 0 (insufficient) | — | — |
| dating-safety · emotional_crazy_making | 0 (insufficient) | — | — |
| dating-safety · emotional_jealousy_accusations | 0 (insufficient) | — | — |
| dating-safety · emotional_shifting_blame | 0 (insufficient) | — | — |
| dating-safety · emotional_silent_treatment | 0 (insufficient) | — | — |
| dating-safety · emotional_threatening_abandonment | 0 (insufficient) | — | — |
| dating-safety · emotional_withholding_affection | 0 (insufficient) | — | — |
| dating-safety · explicit_casual_sex | 0 (insufficient) | — | — |
| dating-safety · explicit_compensated_dating | 0 (insufficient) | — | — |
| dating-safety · explicit_content_selling | 0 (insufficient) | — | — |
| dating-safety · explicit_fetish_pushing | 0 (insufficient) | — | — |
| dating-safety · explicit_group_sex | 0 (insufficient) | — | — |
| dating-safety · explicit_prostitution | 0 (insufficient) | — | — |
| dating-safety · explicit_sugar_daddy | 0 (insufficient) | — | — |
| dating-safety · explicit_webcam_request | 0 (insufficient) | — | — |
| dating-safety · false_acc_legal | 0 (insufficient) | — | — |
| dating-safety · false_acc_police | 0 (insufficient) | — | — |
| dating-safety · false_acc_rape | 0 (insufficient) | — | — |
| dating-safety · false_acc_stalking | 0 (insufficient) | — | — |
| dating-safety · groom_confidence_building | 0 (insufficient) | — | — |
| dating-safety · groom_dependency_creation | 0 (insufficient) | — | — |
| dating-safety · groom_future_faking | 0 (insufficient) | — | — |
| dating-safety · groom_gaslighting | 0 (insufficient) | — | — |
| dating-safety · groom_isolation | 0 (insufficient) | — | — |
| dating-safety · groom_love_bombing | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| dating-safety · groom_secret_requests | 0 (insufficient) | — | — |
| dating-safety · harass_insulting_rejection | 0 (insufficient) | — | — |
| dating-safety · harass_persistent_contact | 0 (insufficient) | — | — |
| dating-safety · harass_revenge_threat | 0 (insufficient) | — | — |
| dating-safety · inconsistent_age | 0 (insufficient) | — | — |
| dating-safety · inconsistent_over_perfect | 0 (insufficient) | — | — |
| dating-safety · inconsistent_photos | 0 (insufficient) | — | — |
| dating-safety · inconsistent_rush | 0 (insufficient) | — | — |
| dating-safety · manip_false_concern | 0 (insufficient) | — | — |
| dating-safety · manip_intermittent_reinforcement | 0 (insufficient) | — | — |
| dating-safety · manip_mirroring | 0 (insufficient) | — | — |
| dating-safety · manip_reciprocity | 0 (insufficient) | — | — |
| dating-safety · manip_urgency_pressure | 0 (insufficient) | — | — |
| dating-safety · minor_age_deception | 0 (insufficient) | — | — |
| dating-safety · minor_age_probe | 0 (insufficient) | — | — |
| dating-safety · minor_deceptive_age | 0 (insufficient) | — | — |
| dating-safety · minor_gifts | 0 (insufficient) | — | — |
| dating-safety · minor_grooming_language | 0 (insufficient) | — | — |
| dating-safety · minor_meetup_request | 0 (insufficient) | — | — |
| dating-safety · minor_secret_relationship | 0 (insufficient) | — | — |
| dating-safety · minor_soliciting_photos | 0 (insufficient) | — | — |
| dating-safety · privacy_doxxing_threat | 0 (insufficient) | — | — |
| dating-safety · privacy_identity_theft | 0 (insufficient) | — | — |
| dating-safety · privacy_screenshot_sharing | 0 (insufficient) | — | — |
| dating-safety · safety_emergency_contact | 0 (insufficient) | — | — |
| dating-safety · safety_friend_notification | 0 (insufficient) | — | — |
| dating-safety · safety_intuition | 0 (insufficient) | — | — |
| dating-safety · safety_location_sharing | 0 (insufficient) | — | — |
| dating-safety · safety_meet_concerns | 0 (insufficient) | — | — |
| dating-safety · safety_public_place | 0 (insufficient) | — | — |
| dating-safety · scam_banking_help | 0 (insufficient) | — | — |
| dating-safety · scam_customs_fee | 0 (insufficient) | — | — |
| dating-safety · scam_emergency_medical | 0 (insufficient) | — | — |
| dating-safety · scam_loan_request | 0 (insufficient) | — | — |
| dating-safety · scam_money_request | 5 | 38.5% [17.7–64.5] | 100.0% [56.6–100.0] |
| dating-safety · scam_travel_fare | 5 | 38.5% [17.7–64.5] | 100.0% [56.6–100.0] |
| dating-safety · sexhar_degrading_language | 0 (insufficient) | — | — |
| dating-safety · sexhar_dick_pic | 0 (insufficient) | — | — |
| dating-safety · sexhar_explicit_unsolicited | 0 (insufficient) | — | — |
| dating-safety · sexhar_inappropriate_questions | 0 (insufficient) | — | — |
| dating-safety · sexhar_photo_request | 5 | 45.5% [21.3–72.0] | 100.0% [56.6–100.0] |
| dating-safety · sexhar_pressure_sex | 0 (insufficient) | — | — |
| dating-safety · sexhar_voyeurism | 0 (insufficient) | — | — |
| dating-safety · spam_generic_opener | 0 (insufficient) | — | — |
| dating-safety · spam_mass_messaging | 0 (insufficient) | — | — |
| dating-safety · spam_onlyfans | 0 (insufficient) | — | — |
| dating-safety · spam_other_platform | 0 (insufficient) | — | — |
| dating-safety · spam_profile_link | 0 (insufficient) | — | — |
| dating-safety · spam_promotional_link | 0 (insufficient) | — | — |
| dating-safety · spam_survey_scam | 0 (insufficient) | — | — |
| dating-safety · stalk_contacting_family | 0 (insufficient) | — | — |
| dating-safety · stalk_location_demand | 0 (insufficient) | — | — |
| dating-safety · stalk_repeated_messaging | 5 | 66.7% [30.0–90.3] | 80.0% [37.6–96.4] |
| dating-safety · stalk_threatening_self | 0 (insufficient) | — | — |
| dating-safety · threat_blackmail | 0 (insufficient) | — | — |
| dating-safety · threat_deportation | 0 (insufficient) | — | — |
| dating-safety · threat_doxxing | 0 (insufficient) | — | — |
| dating-safety · threat_reputation | 0 (insufficient) | — | — |
| dating-safety · threat_revenge_porn | 5 | 45.5% [21.3–72.0] | 100.0% [56.6–100.0] |
| dating-safety · traffick_control_indicators | 0 (insufficient) | — | — |
| dating-safety · traffick_debt_bondage | 0 (insufficient) | — | — |
| dating-safety · traffick_isolation_offer | 0 (insufficient) | — | — |
| dating-safety · traffick_passport_request | 0 (insufficient) | — | — |
| dating-safety · traffick_recruitment_language | 0 (insufficient) | — | — |
| dating-safety · traffick_travel_request | 0 (insufficient) | — | — |
| dating-safety · traffick_visa_assistance | 0 (insufficient) | — | — |
| discrimination · academic_expectation_bias | 0 (insufficient) | — | — |
| discrimination · accent_discrimination | 0 (insufficient) | — | — |
| discrimination · accessibility_barrier | 0 (insufficient) | — | — |
| discrimination · admission_discrimination | 0 (insufficient) | — | — |
| discrimination · age_based_capability_assumption | 0 (insufficient) | — | — |
| discrimination · age_based_hiring_bias | 0 (insufficient) | — | — |
| discrimination · age_based_promotion_bias | 0 (insufficient) | — | — |
| discrimination · age_based_service_denial | 0 (insufficient) | — | — |
| discrimination · age_discrimination | 5 | 71.4% [35.9–91.8] | 100.0% [56.6–100.0] |
| discrimination · ancestry_exclusion | 0 (insufficient) | — | — |
| discrimination · animalistic_comparison | 0 (insufficient) | — | — |
| discrimination · banking_access_discrimination | 0 (insufficient) | — | — |
| discrimination · belief_based_hostility | 0 (insufficient) | — | — |
| discrimination · benefits_discrimination | 0 (insufficient) | — | — |
| discrimination · bias_by_proxy | 0 (insufficient) | — | — |
| discrimination · biased_decision | 0 (insufficient) | — | — |
| discrimination · career_progression_barrier | 0 (insufficient) | — | — |
| discrimination · caste_exclusion | 0 (insufficient) | — | — |
| discrimination · caste_harassment | 0 (insufficient) | — | — |
| discrimination · caste_slur | 0 (insufficient) | — | — |
| discrimination · class_discrimination | 0 (insufficient) | — | — |
| discrimination · classroom_exclusion | 0 (insufficient) | — | — |
| discrimination · coded_discrimination | 0 (insufficient) | — | — |
| discrimination · coded_exclusion | 0 (insufficient) | — | — |
| discrimination · coded_stereotype | 0 (insufficient) | — | — |
| discrimination · competence_stereotype | 0 (insufficient) | — | — |
| discrimination · complaint_suppression | 0 (insufficient) | — | — |
| discrimination · country_of_origin_bias | 0 (insufficient) | — | — |
| discrimination · course_access_discrimination | 0 (insufficient) | — | — |
| discrimination · criminality_stereotype | 0 (insufficient) | — | — |
| discrimination · customer_access_denial | 0 (insufficient) | — | — |
| discrimination · dehumanization | 0 (insufficient) | — | — |
| discrimination · differential_treatment | 0 (insufficient) | — | — |
| discrimination · digital_access_discrimination | 0 (insufficient) | — | — |
| discrimination · disability_discrimination | 5 | 33.3% [6.2–79.2] | 20.0% [3.6–62.5] |
| discrimination · disability_exclusion | 0 (insufficient) | — | — |
| discrimination · disability_harassment | 0 (insufficient) | — | — |
| discrimination · disability_slur | 0 (insufficient) | — | — |
| discrimination · disability_stereotyping | 0 (insufficient) | — | — |
| discrimination · discipline_discrimination | 0 (insufficient) | — | — |
| discrimination · discrimination | 0 (insufficient) | — | — |
| discrimination · discriminatory_criteria | 0 (insufficient) | — | — |
| discrimination · discriminatory_harassment | 0 (insufficient) | — | — |
| discrimination · discriminatory_policy | 0 (insufficient) | — | — |
| discrimination · discriminatory_practice | 0 (insufficient) | — | — |
| discrimination · disparate_impact_signal | 0 (insufficient) | — | — |
| discrimination · dogwhistle_bias | 0 (insufficient) | — | — |
| discrimination · education_discrimination | 0 (insufficient) | — | — |
| discrimination · ethnic_exclusion | 0 (insufficient) | — | — |
| discrimination · ethnic_harassment | 0 (insufficient) | — | — |
| discrimination · ethnic_slur | 0 (insufficient) | — | — |
| discrimination · ethnic_stereotyping | 0 (insufficient) | — | — |
| discrimination · ethnicity_based_discrimination | 0 (insufficient) | — | — |
| discrimination · euphemistic_discrimination | 0 (insufficient) | — | — |
| discrimination · facially_neutral_bias | 0 (insufficient) | — | — |
| discrimination · foreignness_bias | 0 (insufficient) | — | — |
| discrimination · gender_based_exclusion | 0 (insufficient) | — | — |
| discrimination · gender_based_harassment | 0 (insufficient) | — | — |
| discrimination · gender_discrimination | 0 (insufficient) | — | — |
| discrimination · gender_identity_exclusion | 0 (insufficient) | — | — |
| discrimination · gender_identity_harassment | 0 (insufficient) | — | — |
| discrimination · gender_role_enforcement | 0 (insufficient) | — | — |
| discrimination · group_based_bullying | 0 (insufficient) | — | — |
| discrimination · group_generalization | 0 (insufficient) | — | — |
| discrimination · healthcare_access_discrimination | 0 (insufficient) | — | — |
| discrimination · hiring_discrimination | 5 | 21.4% [7.6–47.6] | 60.0% [23.1–88.2] |
| discrimination · homophobic_language | 0 (insufficient) | — | — |
| discrimination · hostile_environment | 0 (insufficient) | — | — |
| discrimination · housing_discrimination | 5 | 33.3% [15.2–58.3] | 100.0% [56.6–100.0] |
| discrimination · housing_harassment | 0 (insufficient) | — | — |
| discrimination · housing_service_denial | 0 (insufficient) | — | — |
| discrimination · housing_status_stigma | 0 (insufficient) | — | — |
| discrimination · identity_based_abuse | 0 (insufficient) | — | — |
| discrimination · identity_based_denial | 0 (insufficient) | — | — |
| discrimination · identity_based_humiliation | 0 (insufficient) | — | — |
| discrimination · identity_based_intimidation | 0 (insufficient) | — | — |
| discrimination · identity_based_threat | 0 (insufficient) | — | — |
| discrimination · income_based_exclusion | 0 (insufficient) | — | — |
| discrimination · indirect_discrimination | 0 (insufficient) | — | — |
| discrimination · inferiority_claim | 0 (insufficient) | — | — |
| discrimination · insurance_access_discrimination | 0 (insufficient) | — | — |
| discrimination · leadership_exclusion | 0 (insufficient) | — | — |
| discrimination · membership_exclusion | 0 (insufficient) | — | — |
| discrimination · mortgage_discrimination | 0 (insufficient) | — | — |
| discrimination · national_origin_discrimination | 0 (insufficient) | — | — |
| discrimination · nationality_discrimination | 0 (insufficient) | — | — |
| discrimination · nationality_exclusion | 0 (insufficient) | — | — |
| discrimination · nationality_stereotyping | 0 (insufficient) | — | — |
| discrimination · negative_stereotype | 0 (insufficient) | — | — |
| discrimination · neighborhood_steering | 0 (insufficient) | — | — |
| discrimination · network_exclusion | 0 (insufficient) | — | — |
| discrimination · occupancy_restriction_bias | 0 (insufficient) | — | — |
| discrimination · occupation_stigma | 0 (insufficient) | — | — |
| discrimination · older_person_exclusion | 0 (insufficient) | — | — |
| discrimination · orientation_based_denial | 0 (insufficient) | — | — |
| discrimination · orientation_based_derogation | 0 (insufficient) | — | — |
| discrimination · origin_based_harassment | 0 (insufficient) | — | — |
| discrimination · participation_denial | 0 (insufficient) | — | — |
| discrimination · pay_discrimination | 5 | 35.7% [16.3–61.2] | 100.0% [56.6–100.0] |
| discrimination · performance_review_bias | 0 (insufficient) | — | — |
| discrimination · positive_stereotype_bias | 0 (insufficient) | — | — |
| discrimination · pregnancy_discrimination | 0 (insufficient) | — | — |
| discrimination · promotion_discrimination | 0 (insufficient) | — | — |
| discrimination · property_access_discrimination | 0 (insufficient) | — | — |
| discrimination · proxy_discrimination | 0 (insufficient) | — | — |
| discrimination · public_service_discrimination | 0 (insufficient) | — | — |
| discrimination · race_based_discrimination | 0 (insufficient) | — | — |
| discrimination · racial_exclusion | 0 (insufficient) | — | — |
| discrimination · racial_slur | 0 (insufficient) | — | — |
| discrimination · racial_stereotyping | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| discrimination · reasonable_accommodation_denial | 0 (insufficient) | — | — |
| discrimination · religion_discrimination | 0 (insufficient) | — | — |
| discrimination · religious_accommodation_denial | 0 (insufficient) | — | — |
| discrimination · religious_exclusion | 5 | 71.4% [35.9–91.8] | 100.0% [56.6–100.0] |
| discrimination · religious_harassment | 0 (insufficient) | — | — |
| discrimination · religious_practice_penalty | 0 (insufficient) | — | — |
| discrimination · rental_discrimination | 0 (insufficient) | — | — |
| discrimination · reporting_intimidation | 0 (insufficient) | — | — |
| discrimination · representation_exclusion | 0 (insufficient) | — | — |
| discrimination · restricted_access | 0 (insufficient) | — | — |
| discrimination · retaliation_for_complaint | 0 (insufficient) | — | — |
| discrimination · retaliation_for_reporting | 0 (insufficient) | — | — |
| discrimination · retaliation_for_supporting_complainant | 0 (insufficient) | — | — |
| discrimination · same_sex_relationship_hostility | 0 (insufficient) | — | — |
| discrimination · scholarship_discrimination | 0 (insufficient) | — | — |
| discrimination · segregation | 0 (insufficient) | — | — |
| discrimination · service_discrimination | 0 (insufficient) | — | — |
| discrimination · service_quality_disparity | 0 (insufficient) | — | — |
| discrimination · sex_discrimination | 0 (insufficient) | — | — |
| discrimination · sexist_language | 0 (insufficient) | — | — |
| discrimination · sexual_orientation_exclusion | 0 (insufficient) | — | — |
| discrimination · social_exclusion | 0 (insufficient) | — | — |
| discrimination · special_support_denial | 0 (insufficient) | — | — |
| discrimination · superiority_claim | 0 (insufficient) | — | — |
| discrimination · task_assignment_discrimination | 0 (insufficient) | — | — |
| discrimination · tenant_selection_bias | 0 (insufficient) | — | — |
| discrimination · termination_discrimination | 0 (insufficient) | — | — |
| discrimination · training_access_discrimination | 0 (insufficient) | — | — |
| discrimination · transition_related_discrimination | 0 (insufficient) | — | — |
| discrimination · transphobic_language | 0 (insufficient) | — | — |
| discrimination · transport_access_discrimination | 0 (insufficient) | — | — |
| discrimination · unequal_treatment | 0 (insufficient) | — | — |
| discrimination · unfair_exclusion | 0 (insufficient) | — | — |
| discrimination · victimization_after_complaint | 0 (insufficient) | — | — |
| discrimination · whistleblower_retaliation | 0 (insufficient) | — | — |
| discrimination · witness_retaliation | 0 (insufficient) | — | — |
| discrimination · workplace_segregation | 0 (insufficient) | — | — |
| discrimination · xenophobic_language | 0 (insufficient) | — | — |
| discrimination · younger_person_exclusion | 0 (insufficient) | — | — |
| disinformation · adversarial_spelling | 0 (insufficient) | — | — |
| disinformation · agenda_diversion | 0 (insufficient) | — | — |
| disinformation · ai_generated_persona | 0 (insufficient) | — | — |
| disinformation · allegation_as_fact | 0 (insufficient) | — | — |
| disinformation · ambiguity_exploitation | 0 (insufficient) | — | — |
| disinformation · anecdotal_causation | 0 (insufficient) | — | — |
| disinformation · anonymous_authority_claim | 0 (insufficient) | — | — |
| disinformation · artificial_virality | 0 (insufficient) | — | — |
| disinformation · authority_impersonation | 5 | 50.0% [21.5–78.5] | 80.0% [37.6–96.4] |
| disinformation · authority_laundering | 0 (insufficient) | — | — |
| disinformation · bandwagon | 0 (insufficient) | — | — |
| disinformation · bot_amplification | 0 (insufficient) | — | — |
| disinformation · breaking_news_claim | 0 (insufficient) | — | — |
| disinformation · brigading | 0 (insufficient) | — | — |
| disinformation · candidate_impersonation | 0 (insufficient) | — | — |
| disinformation · casualty_inflation | 0 (insufficient) | — | — |
| disinformation · casualty_suppression | 0 (insufficient) | — | — |
| disinformation · causal_oversimplification | 0 (insufficient) | — | — |
| disinformation · censorship_claim | 0 (insufficient) | — | — |
| disinformation · cherry_picking | 5 | 0.0% [0.0–43.5] | 0.0% [0.0–43.5] |
| disinformation · citation_cascade | 0 (insufficient) | — | — |
| disinformation · clickbait | 0 (insufficient) | — | — |
| disinformation · coded_disinformation | 0 (insufficient) | — | — |
| disinformation · conspiracy_claim | 0 (insufficient) | — | — |
| disinformation · content_flooding | 0 (insufficient) | — | — |
| disinformation · coordinated_inauthentic_behavior | 5 | 0.0% [0.0–79.4] | 0.0% [0.0–43.5] |
| disinformation · coordinated_reposting | 0 (insufficient) | — | — |
| disinformation · correction_resistance | 0 (insufficient) | — | — |
| disinformation · correlation_as_causation | 0 (insufficient) | — | — |
| disinformation · cover_up_claim | 0 (insufficient) | — | — |
| disinformation · credential_fabrication | 0 (insufficient) | — | — |
| disinformation · cross_platform_amplification | 0 (insufficient) | — | — |
| disinformation · cross_source_echo | 0 (insufficient) | — | — |
| disinformation · data_suppression | 0 (insufficient) | — | — |
| disinformation · decontextualization | 0 (insufficient) | — | — |
| disinformation · deep_state_claim | 0 (insufficient) | — | — |
| disinformation · deepfake_video | 0 (insufficient) | — | — |
| disinformation · denominator_omission | 0 (insufficient) | — | — |
| disinformation · disinformation | 0 (insufficient) | — | — |
| disinformation · distraction_campaign | 0 (insufficient) | — | — |
| disinformation · edited_audio | 0 (insufficient) | — | — |
| disinformation · election_delegitimization | 0 (insufficient) | — | — |
| disinformation · elite_complicity | 0 (insufficient) | — | — |
| disinformation · engagement_manipulation | 0 (insufficient) | — | — |
| disinformation · evidence_laundering | 0 (insufficient) | — | — |
| disinformation · evidence_suppression_claim | 0 (insufficient) | — | — |
| disinformation · fabricated_claim | 0 (insufficient) | — | — |
| disinformation · fabricated_document | 0 (insufficient) | — | — |
| disinformation · fabricated_event | 0 (insufficient) | — | — |
| disinformation · fabricated_evidence | 0 (insufficient) | — | — |
| disinformation · fabricated_quote | 5 | 40.0% [11.8–76.9] | 40.0% [11.8–76.9] |
| disinformation · fabricated_statistic | 5 | 15.4% [4.3–42.2] | 40.0% [11.8–76.9] |
| disinformation · face_swap | 0 (insufficient) | — | — |
| disinformation · fake_expert | 0 (insufficient) | — | — |
| disinformation · fake_eyewitness | 0 (insufficient) | — | — |
| disinformation · fake_grassroots_support | 0 (insufficient) | — | — |
| disinformation · false_attribution | 0 (insufficient) | — | — |
| disinformation · false_certainty | 0 (insufficient) | — | — |
| disinformation · false_dilemma | 0 (insufficient) | — | — |
| disinformation · false_endorsement | 0 (insufficient) | — | — |
| disinformation · false_precision | 0 (insufficient) | — | — |
| disinformation · framing_by_omission | 0 (insufficient) | — | — |
| disinformation · fringe_to_mainstream | 0 (insufficient) | — | — |
| disinformation · geographic_misattribution | 0 (insufficient) | — | — |
| disinformation · government_impersonation | 0 (insufficient) | — | — |
| disinformation · graph_manipulation | 5 | 71.4% [35.9–91.8] | 100.0% [56.6–100.0] |
| disinformation · hashtag_hijacking | 0 (insufficient) | — | — |
| disinformation · hearsay | 0 (insufficient) | — | — |
| disinformation · hidden_hand | 0 (insufficient) | — | — |
| disinformation · identity_masquerading | 0 (insufficient) | — | — |
| disinformation · influencer_impersonation | 0 (insufficient) | — | — |
| disinformation · information_laundering | 0 (insufficient) | — | — |
| disinformation · information_overload | 0 (insufficient) | — | — |
| disinformation · intent_inference_without_evidence | 0 (insufficient) | — | — |
| disinformation · invasion_framing | 0 (insufficient) | — | — |
| disinformation · invented_source | 0 (insufficient) | — | — |
| disinformation · language_switching_evasion | 0 (insufficient) | — | — |
| disinformation · loaded_language | 0 (insufficient) | — | — |
| disinformation · local_group_impersonation | 0 (insufficient) | — | — |
| disinformation · malinformation | 0 (insufficient) | — | — |
| disinformation · manipulated_video | 0 (insufficient) | — | — |
| disinformation · masked_disinformation | 0 (insufficient) | — | — |
| disinformation · media_brand_impersonation | 0 (insufficient) | — | — |
| disinformation · media_silence_claim | 0 (insufficient) | — | — |
| disinformation · military_success_fabrication | 0 (insufficient) | — | — |
| disinformation · misinformation | 0 (insufficient) | — | — |
| disinformation · misleading_comparison | 0 (insufficient) | — | — |
| disinformation · misleading_crop | 0 (insufficient) | — | — |
| disinformation · misleading_headline | 0 (insufficient) | — | — |
| disinformation · official_document_mimicry | 0 (insufficient) | — | — |
| disinformation · pity_appeal | 0 (insufficient) | — | — |
| disinformation · plausible_deniability | 0 (insufficient) | — | — |
| disinformation · political_astroturfing | 0 (insufficient) | — | — |
| disinformation · premature_conclusion | 0 (insufficient) | — | — |
| disinformation · quote_mining | 0 (insufficient) | — | — |
| disinformation · recycled_claim | 0 (insufficient) | — | — |
| disinformation · rumor | 0 (insufficient) | — | — |
| disinformation · rumor_repetition | 0 (insufficient) | — | — |
| disinformation · rumor_to_news_laundering | 0 (insufficient) | — | — |
| disinformation · screenshot_laundering | 0 (insufficient) | — | — |
| disinformation · screenshot_without_source | 0 (insufficient) | — | — |
| disinformation · secret_coordination | 0 (insufficient) | — | — |
| disinformation · selective_visibility | 0 (insufficient) | — | — |
| disinformation · shadow_ban_claim | 0 (insufficient) | — | — |
| disinformation · sockpuppet_network | 0 (insufficient) | — | — |
| disinformation · source_chain_obfuscation | 0 (insufficient) | — | — |
| disinformation · source_reputation_abuse | 0 (insufficient) | — | — |
| disinformation · source_spoofing | 5 | 33.3% [9.7–70.0] | 40.0% [11.8–76.9] |
| disinformation · speculation_as_fact | 0 (insufficient) | — | — |
| disinformation · staged_event_claim | 0 (insufficient) | — | — |
| disinformation · statistic_distortion | 0 (insufficient) | — | — |
| disinformation · synchronized_posting | 0 (insufficient) | — | — |
| disinformation · synthetic_image | 0 (insufficient) | — | — |
| disinformation · temporal_misattribution | 0 (insufficient) | — | — |
| disinformation · threat_inflation | 0 (insufficient) | — | — |
| disinformation · translation_laundering | 0 (insufficient) | — | — |
| disinformation · trend_manipulation | 0 (insufficient) | — | — |
| disinformation · unverifiable_source | 0 (insufficient) | — | — |
| disinformation · unverified_claim | 0 (insufficient) | — | — |
| disinformation · url_obfuscation | 0 (insufficient) | — | — |
| disinformation · voice_clone | 0 (insufficient) | — | — |
| emotions · anger | 5 | 55.6% [26.7–81.1] | 100.0% [56.6–100.0] |
| emotions · boredom | 0 (insufficient) | — | — |
| emotions · calm | 0 (insufficient) | — | — |
| emotions · confusion | 0 (insufficient) | — | — |
| emotions · contempt | 0 (insufficient) | — | — |
| emotions · envy | 0 (insufficient) | — | — |
| emotions · excitement | 0 (insufficient) | — | — |
| emotions · fear | 5 | 55.6% [26.7–81.1] | 100.0% [56.6–100.0] |
| emotions · gratitude | 5 | 62.5% [30.6–86.3] | 100.0% [56.6–100.0] |
| emotions · hope | 0 (insufficient) | — | — |
| emotions · joy | 5 | 25.0% [11.2–46.9] | 100.0% [56.6–100.0] |
| emotions · loneliness | 5 | 20.0% [8.9–39.1] | 100.0% [56.6–100.0] |
| emotions · nostalgia | 0 (insufficient) | — | — |
| emotions · pride | 0 (insufficient) | — | — |
| emotions · relief | 0 (insufficient) | — | — |
| emotions · sadness | 5 | 31.3% [14.2–55.6] | 100.0% [56.6–100.0] |
| emotions · shame | 0 (insufficient) | — | — |
| emotions · surprise | 5 | 45.5% [21.3–72.0] | 100.0% [56.6–100.0] |
| finance · acquisition_announced | 0 (insufficient) | — | — |
| finance · activist_stake_disclosed | 0 (insufficient) | — | — |
| finance · balance_sheet_contraction | 0 (insufficient) | — | — |
| finance · balance_sheet_expansion | 0 (insufficient) | — | — |
| finance · bank_capital_shortfall | 0 (insufficient) | — | — |
| finance · bank_regulatory_seizure | 0 (insufficient) | — | — |
| finance · bank_rescue_announced | 0 (insufficient) | — | — |
| finance · bankruptcy_filing | 5 | 62.5% [30.6–86.3] | 100.0% [56.6–100.0] |
| finance · basis_dislocation | 0 (insufficient) | — | — |
| finance · board_chair_change | 0 (insufficient) | — | — |
| finance · border_or_route_closure | 0 (insufficient) | — | — |
| finance · business_activity_surprise | 0 (insufficient) | — | — |
| finance · business_unit_shutdown | 0 (insufficient) | — | — |
| finance · capex_outlook_increase | 0 (insufficient) | — | — |
| finance · capital_controls_eased | 0 (insufficient) | — | — |
| finance · capital_controls_imposed | 0 (insufficient) | — | — |
| finance · cash_flow_deterioration | 0 (insufficient) | — | — |
| finance · cash_flow_improvement | 0 (insufficient) | — | — |
| finance · ceasefire_announced | 0 (insufficient) | — | — |
| finance · central_bank_market_intervention | 0 (insufficient) | — | — |
| finance · ceo_appointed | 0 (insufficient) | — | — |
| finance · ceo_departure | 0 (insufficient) | — | — |
| finance · cfo_appointed | 0 (insufficient) | — | — |
| finance · cfo_departure | 0 (insufficient) | — | — |
| finance · class_action_filed | 0 (insufficient) | — | — |
| finance · commodity_production_cut | 0 (insufficient) | — | — |
| finance · consumer_demand_surprise | 0 (insufficient) | — | — |
| finance · convertible_financing | 0 (insufficient) | — | — |
| finance · correlation_break | 0 (insufficient) | — | — |
| finance · counterparty_failure | 0 (insufficient) | — | — |
| finance · covenant_breach | 0 (insufficient) | — | — |
| finance · credit_outlook_improved | 0 (insufficient) | — | — |
| finance · credit_outlook_worsened | 0 (insufficient) | — | — |
| finance · credit_rating_downgrade | 5 | 62.5% [30.6–86.3] | 100.0% [56.6–100.0] |
| finance · credit_rating_upgrade | 0 (insufficient) | — | — |
| finance · criminal_investigation_opened | 0 (insufficient) | — | — |
| finance · critical_infrastructure_attack | 0 (insufficient) | — | — |
| finance · cross_asset_divergence | 0 (insufficient) | — | — |
| finance · currency_intervention | 0 (insufficient) | — | — |
| finance · deal_regulatory_rejection | 0 (insufficient) | — | — |
| finance · debt_issuance | 0 (insufficient) | — | — |
| finance · debt_payment_missed | 0 (insufficient) | — | — |
| finance · debt_refinancing | 0 (insufficient) | — | — |
| finance · default_event | 0 (insufficient) | — | — |
| finance · deposit_outflow_spike | 0 (insufficient) | — | — |
| finance · dividend_cut | 0 (insufficient) | — | — |
| finance · dividend_increase | 0 (insufficient) | — | — |
| finance · dividend_suspension | 0 (insufficient) | — | — |
| finance · earnings_beat | 5 | 29.4% [13.3–53.1] | 100.0% [56.6–100.0] |
| finance · earnings_miss | 0 (insufficient) | — | — |
| finance · election_outcome_surprise | 0 (insufficient) | — | — |
| finance · emergency_bank_funding | 0 (insufficient) | — | — |
| finance · emergency_liquidity_action | 0 (insufficient) | — | — |
| finance · employment_above_expectations | 0 (insufficient) | — | — |
| finance · employment_below_expectations | 0 (insufficient) | — | — |
| finance · equity_issuance | 0 (insufficient) | — | — |
| finance · etf_inflow_spike | 0 (insufficient) | — | — |
| finance · etf_outflow_spike | 0 (insufficient) | — | — |
| finance · forced_liquidation | 0 (insufficient) | — | — |
| finance · foreign_reserve_shift | 0 (insufficient) | — | — |
| finance · forward_guidance_easing | 0 (insufficient) | — | — |
| finance · forward_guidance_tightening | 0 (insufficient) | — | — |
| finance · founder_departure | 0 (insufficient) | — | — |
| finance · founder_return | 0 (insufficient) | — | — |
| finance · fx_peg_change | 0 (insufficient) | — | — |
| finance · gdp_above_expectations | 0 (insufficient) | — | — |
| finance · gdp_below_expectations | 0 (insufficient) | — | — |
| finance · government_stability_crisis | 0 (insufficient) | — | — |
| finance · guidance_lowered | 0 (insufficient) | — | — |
| finance · guidance_raised | 0 (insufficient) | — | — |
| finance · guidance_reaffirmed | 0 (insufficient) | — | — |
| finance · guidance_withdrawn | 0 (insufficient) | — | — |
| finance · imf_program_announced | 0 (insufficient) | — | — |
| finance · import_restriction_imposed | 0 (insufficient) | — | — |
| finance · index_exclusion | 0 (insufficient) | — | — |
| finance · index_inclusion | 0 (insufficient) | — | — |
| finance · inflation_above_expectations | 5 | 31.3% [14.2–55.6] | 100.0% [56.6–100.0] |
| finance · inflation_below_expectations | 0 (insufficient) | — | — |
| finance · information_leak | 0 (insufficient) | — | — |
| finance · injunction_issued | 0 (insufficient) | — | — |
| finance · input_cost_spike | 0 (insufficient) | — | — |
| finance · insider_purchase | 0 (insufficient) | — | — |
| finance · insider_sale | 0 (insufficient) | — | — |
| finance · inventory_drawdown | 0 (insufficient) | — | — |
| finance · investigation_closed | 0 (insufficient) | — | — |
| finance · joint_venture_announced | 0 (insufficient) | — | — |
| finance · key_executive_resignation | 0 (insufficient) | — | — |
| finance · lawsuit_filed | 0 (insufficient) | — | — |
| finance · legal_settlement_reached | 0 (insufficient) | — | — |
| finance · license_revoked | 0 (insufficient) | — | — |
| finance · liquidity_deterioration | 0 (insufficient) | — | — |
| finance · liquidity_warning | 0 (insufficient) | — | — |
| finance · lockup_expiration | 0 (insufficient) | — | — |
| finance · logistics_bottleneck | 0 (insufficient) | — | — |
| finance · major_contract_loss | 0 (insufficient) | — | — |
| finance · major_contract_win | 0 (insufficient) | — | — |
| finance · major_customer_loss | 0 (insufficient) | — | — |
| finance · major_customer_win | 0 (insufficient) | — | — |
| finance · major_cyberattack | 0 (insufficient) | — | — |
| finance · major_facility_outage | 0 (insufficient) | — | — |
| finance · major_product_launch | 0 (insufficient) | — | — |
| finance · management_reorganization | 0 (insufficient) | — | — |
| finance · margin_contraction | 0 (insufficient) | — | — |
| finance · margin_expansion | 0 (insufficient) | — | — |
| finance · margin_outlook_decrease | 0 (insufficient) | — | — |
| finance · margin_outlook_increase | 0 (insufficient) | — | — |
| finance · material_executive_statement | 0 (insufficient) | — | — |
| finance · merger_announced | 5 | 62.5% [30.6–86.3] | 100.0% [56.6–100.0] |
| finance · military_deescalation | 0 (insufficient) | — | — |
| finance · military_escalation | 0 (insufficient) | — | — |
| finance · monetary_policy_framework_change | 0 (insufficient) | — | — |
| finance · new_material_information | 0 (insufficient) | — | — |
| finance · news_retraction_or_correction | 0 (insufficient) | — | — |
| finance · official_confirmation | 0 (insufficient) | — | — |
| finance · official_denial | 0 (insufficient) | — | — |
| finance · patent_granted | 0 (insufficient) | — | — |
| finance · patent_invalidated | 0 (insufficient) | — | — |
| finance · policy_rate_decrease | 0 (insufficient) | — | — |
| finance · policy_rate_hold | 0 (insufficient) | — | — |
| finance · policy_rate_increase | 5 | 29.4% [13.3–53.1] | 100.0% [56.6–100.0] |
| finance · price_breakdown | 0 (insufficient) | — | — |
| finance · price_breakout | 0 (insufficient) | — | — |
| finance · product_launch_delay | 0 (insufficient) | — | — |
| finance · product_recall | 0 (insufficient) | — | — |
| finance · production_capacity_expansion | 0 (insufficient) | — | — |
| finance · production_halt | 0 (insufficient) | — | — |
| finance · proxy_fight_announced | 0 (insufficient) | — | — |
| finance · regulatory_approval_denied | 0 (insufficient) | — | — |
| finance · regulatory_approval_granted | 0 (insufficient) | — | — |
| finance · regulatory_fine_imposed | 0 (insufficient) | — | — |
| finance · regulatory_investigation_opened | 0 (insufficient) | — | — |
| finance · restructuring_announced | 0 (insufficient) | — | — |
| finance · revenue_beat | 0 (insufficient) | — | — |
| finance · revenue_miss | 5 | 33.3% [15.2–58.3] | 100.0% [56.6–100.0] |
| finance · revenue_outlook_decrease | 0 (insufficient) | — | — |
| finance · revenue_outlook_increase | 0 (insufficient) | — | — |
| finance · rumor_velocity_spike | 0 (insufficient) | — | — |
| finance · sanctions_eased | 0 (insufficient) | — | — |
| finance · segment_growth_acceleration | 0 (insufficient) | — | — |
| finance · settlement_disruption | 0 (insufficient) | — | — |
| finance · share_buyback_authorized | 0 (insufficient) | — | — |
| finance · share_buyback_suspended | 0 (insufficient) | — | — |
| finance · shipping_route_disruption | 0 (insufficient) | — | — |
| finance · short_interest_spike | 0 (insufficient) | — | — |
| finance · source_contradiction | 0 (insufficient) | — | — |
| finance · sovereign_debt_restructuring | 0 (insufficient) | — | — |
| finance · sovereign_default | 0 (insufficient) | — | — |
| finance · sovereign_rating_downgrade | 0 (insufficient) | — | — |
| finance · stock_split_announced | 0 (insufficient) | — | — |
| finance · strategic_holder_exit | 0 (insufficient) | — | — |
| finance · strategic_investment_announced | 0 (insufficient) | — | — |
| finance · strategic_reserve_release | 0 (insufficient) | — | — |
| finance · stress_test_failure | 0 (insufficient) | — | — |
| finance · stress_test_pass | 0 (insufficient) | — | — |
| finance · subpoena_disclosed | 0 (insufficient) | — | — |
| finance · succession_plan_announced | 0 (insufficient) | — | — |
| finance · supply_disruption | 0 (insufficient) | — | — |
| finance · systemic_risk_warning | 0 (insufficient) | — | — |
| finance · takeover_bid_increased | 0 (insufficient) | — | — |
| finance · takeover_bid_withdrawn | 0 (insufficient) | — | — |
| finance · takeover_offer_announced | 0 (insufficient) | — | — |
| finance · tariff_increase | 0 (insufficient) | — | — |
| finance · tariff_reduction | 0 (insufficient) | — | — |
| finance · tax_cut_announced | 0 (insufficient) | — | — |
| finance · tax_increase_announced | 0 (insufficient) | — | — |
| finance · trading_halt | 0 (insufficient) | — | — |
| finance · trend_acceleration | 0 (insufficient) | — | — |
| finance · unemployment_rate_decrease | 0 (insufficient) | — | — |
| finance · unusual_trading_volume | 0 (insufficient) | — | — |
| finance · unverified_market_rumor | 0 (insufficient) | — | — |
| finance · volatility_compression | 0 (insufficient) | — | — |
| finance · volatility_spike | 0 (insufficient) | — | — |
| finance · weather_supply_shock | 0 (insufficient) | — | — |
| finance · whistleblower_allegation | 0 (insufficient) | — | — |
| finance · yield_curve_inversion | 0 (insufficient) | — | — |
| finance · yield_curve_steepening | 0 (insufficient) | — | — |
| fraud-scam · fi_backdated_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_bank_detail_altered | 0 (insufficient) | — | — |
| fraud-scam · fi_deposit_invoice_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_digital_signature_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_duplicate_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_equipment_deposit_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_event_deposit_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_compliance_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_grant_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_penalty_notice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_permit_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_refund_notice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_supplier_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_fake_tax_demand | 5 | 75.0% [30.1–95.4] | 60.0% [23.1–88.2] |
| fraud-scam · fi_fake_vat_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_ghost_vendor_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_inflated_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_membership_advance_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_milestone_invoice_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_modified_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_proforma_advance_request | 0 (insufficient) | — | — |
| fraud-scam · fi_proforma_invoice_fraud | 0 (insufficient) | — | — |
| fraud-scam · fi_purchase_order_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_quality_certificate_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_recurring_invoice_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_reservation_invoice_fake | 0 (insufficient) | — | — |
| fraud-scam · fi_round_amount_invoice | 0 (insufficient) | — | — |
| fraud-scam · fi_signature_forgery | 0 (insufficient) | — | — |
| fraud-scam · fi_tax_id_falsified | 0 (insufficient) | — | — |
| fraud-scam · fi_travel_invoice_advance | 0 (insufficient) | — | — |
| fraud-scam · imp_account_takeover | 0 (insufficient) | — | — |
| fraud-scam · imp_bank_representative | 0 (insufficient) | — | — |
| fraud-scam · imp_brand_spoof_email | 0 (insufficient) | — | — |
| fraud-scam · imp_ceo_executive | 0 (insufficient) | — | — |
| fraud-scam · imp_charity_persona | 0 (insufficient) | — | — |
| fraud-scam · imp_credential_harvest | 0 (insufficient) | — | — |
| fraud-scam · imp_customer_service_fake | 0 (insufficient) | — | — |
| fraud-scam · imp_email_spoof_address | 0 (insufficient) | — | — |
| fraud-scam · imp_emergency_responder | 0 (insufficient) | — | — |
| fraud-scam · imp_fake_website_brand | 0 (insufficient) | — | — |
| fraud-scam · imp_friend_distress | 0 (insufficient) | — | — |
| fraud-scam · imp_grandparent_scam | 5 | 55.6% [26.7–81.1] | 100.0% [56.6–100.0] |
| fraud-scam · imp_immigration_officer | 0 (insufficient) | — | — |
| fraud-scam · imp_inspector_auditor | 0 (insufficient) | — | — |
| fraud-scam · imp_judicial_officer | 0 (insufficient) | — | — |
| fraud-scam · imp_law_enforcement | 0 (insufficient) | — | — |
| fraud-scam · imp_new_account_fraud | 0 (insufficient) | — | — |
| fraud-scam · imp_orphan_inheritance | 0 (insufficient) | — | — |
| fraud-scam · imp_passport_fraud | 0 (insufficient) | — | — |
| fraud-scam · imp_qr_code_spoof | 0 (insufficient) | — | — |
| fraud-scam · imp_romance_scam | 0 (insufficient) | — | — |
| fraud-scam · imp_sms_sender_spoof | 0 (insufficient) | — | — |
| fraud-scam · imp_supplier_vendor_fake | 0 (insufficient) | — | — |
| fraud-scam · imp_synthetic_identity | 0 (insufficient) | — | — |
| fraud-scam · imp_tax_authority | 0 (insufficient) | — | — |
| fraud-scam · imp_tech_support_brand | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| fraud-scam · imp_utility_worker | 0 (insufficient) | — | — |
| fraud-scam · imp_verification_badge_fake | 0 (insufficient) | — | — |
| fraud-scam · pd_aging_invoice_urgency | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_acquisition_confidential | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_attorney_confidential | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_ceo_request | 5 | 12.5% [2.2–47.1] | 20.0% [3.6–62.5] |
| fraud-scam · pd_bec_data_request | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_escalation | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_payroll_divert | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_supplier_onboard | 0 (insufficient) | — | — |
| fraud-scam · pd_bec_tax_redirect | 0 (insufficient) | — | — |
| fraud-scam · pd_beneficiary_change_hr | 0 (insufficient) | — | — |
| fraud-scam · pd_closing_wire_divert | 0 (insufficient) | — | — |
| fraud-scam · pd_commission_diversion | 0 (insufficient) | — | — |
| fraud-scam · pd_construction_loan_divert | 0 (insufficient) | — | — |
| fraud-scam · pd_currency_conversion_pretext | 0 (insufficient) | — | — |
| fraud-scam · pd_down_payment_divert | 0 (insufficient) | — | — |
| fraud-scam · pd_fake_vendor_setup | 0 (insufficient) | — | — |
| fraud-scam · pd_garnishment_redirect | 0 (insufficient) | — | — |
| fraud-scam · pd_intermediary_bank_spoof | 0 (insufficient) | — | — |
| fraud-scam · pd_international_wire_intercept | 0 (insufficient) | — | — |
| fraud-scam · pd_mandate_refresh | 0 (insufficient) | — | — |
| fraud-scam · pd_mortgage_payoff_redirect | 0 (insufficient) | — | — |
| fraud-scam · pd_payroll_redirect_employee | 0 (insufficient) | — | — |
| fraud-scam · pd_realtime_push_payment | 0 (insufficient) | — | — |
| fraud-scam · pd_refund_escrow_divert | 0 (insufficient) | — | — |
| fraud-scam · pd_rental_deposit_redirect | 0 (insufficient) | — | — |
| fraud-scam · pd_supplier_compromise | 0 (insufficient) | — | — |
| fraud-scam · pd_supplier_portal_fake | 0 (insufficient) | — | — |
| fraud-scam · pd_swift_message_tamper | 0 (insufficient) | — | — |
| fraud-scam · pd_treasury_transfer_redirect | 0 (insufficient) | — | — |
| fraud-scam · pd_vendor_bank_change | 0 (insufficient) | — | — |
| fraud-scam · pd_vendor_merger_pretext | 0 (insufficient) | — | — |
| fraud-scam · pd_wire_transfer_redirect | 0 (insufficient) | — | — |
| fraud-scam · se_account_lockout_tech | 0 (insufficient) | — | — |
| fraud-scam · se_authority_invocation | 0 (insufficient) | — | — |
| fraud-scam · se_bank_tech_support | 0 (insufficient) | — | — |
| fraud-scam · se_callback_spoof | 0 (insufficient) | — | — |
| fraud-scam · se_cold_call_tech | 0 (insufficient) | — | — |
| fraud-scam · se_crypto_pump | 0 (insufficient) | — | — |
| fraud-scam · se_crypto_refund_tech | 0 (insufficient) | — | — |
| fraud-scam · se_emergency_text | 0 (insufficient) | — | — |
| fraud-scam · se_fake_broker | 0 (insufficient) | — | — |
| fraud-scam · se_fake_delivery | 0 (insufficient) | — | — |
| fraud-scam · se_fear_intimidation | 0 (insufficient) | — | — |
| fraud-scam · se_forex_signal_scam | 0 (insufficient) | — | — |
| fraud-scam · se_helpfulness_exploit | 0 (insufficient) | — | — |
| fraud-scam · se_ico_fraud | 0 (insufficient) | — | — |
| fraud-scam · se_mass_phishing | 0 (insufficient) | — | — |
| fraud-scam · se_mining_scam | 0 (insufficient) | — | — |
| fraud-scam · se_otp_intercept | 5 | 50.0% [23.7–76.3] | 100.0% [56.6–100.0] |
| fraud-scam · se_pig_butcher | 5 | — | 0.0% [0.0–43.5] |
| fraud-scam · se_pig_butcher_crypto | 0 (insufficient) | — | — |
| fraud-scam · se_popup_tech_support | 0 (insufficient) | — | — |
| fraud-scam · se_pretext_story | 0 (insufficient) | — | — |
| fraud-scam · se_pretext_visitor | 0 (insufficient) | — | — |
| fraud-scam · se_prize_text | 0 (insufficient) | — | — |
| fraud-scam · se_recovery_scam | 0 (insufficient) | — | — |
| fraud-scam · se_refund_scam | 0 (insufficient) | — | — |
| fraud-scam · se_remote_access_tech | 0 (insufficient) | — | — |
| fraud-scam · se_robocall_fraud | 0 (insufficient) | — | — |
| fraud-scam · se_scarcity_fomo | 0 (insufficient) | — | — |
| fraud-scam · se_smishing_text | 0 (insufficient) | — | — |
| fraud-scam · se_social_proof | 0 (insufficient) | — | — |
| fraud-scam · se_spear_phishing | 0 (insufficient) | — | — |
| fraud-scam · se_subscription_cancel_tech | 0 (insufficient) | — | — |
| fraud-scam · se_tailgating | 0 (insufficient) | — | — |
| fraud-scam · se_text_spam_fraud | 0 (insufficient) | — | — |
| fraud-scam · se_urgency_pressure | 5 | 44.4% [18.9–73.3] | 80.0% [37.6–96.4] |
| fraud-scam · se_verification_call_fake | 0 (insufficient) | — | — |
| fraud-scam · se_virus_alert_fake | 0 (insufficient) | — | — |
| fraud-scam · se_vishing_call | 0 (insufficient) | — | — |
| insurance · auto_collision | 5 | 31.3% [14.2–55.6] | 100.0% [56.6–100.0] |
| insurance · auto_hit_run | 0 (insufficient) | — | — |
| insurance · auto_parking | 0 (insufficient) | — | — |
| insurance · auto_single_vehicle | 0 (insufficient) | — | — |
| insurance · auto_theft | 0 (insufficient) | — | — |
| insurance · auto_third_party | 0 (insufficient) | — | — |
| insurance · auto_total_loss | 0 (insufficient) | — | — |
| insurance · auto_vandalism | 0 (insufficient) | — | — |
| insurance · auto_windshield | 0 (insufficient) | — | — |
| insurance · compliance_fair_claim | 0 (insufficient) | — | — |
| insurance · coverage_condition | 0 (insufficient) | — | — |
| insurance · coverage_deductible | 0 (insufficient) | — | — |
| insurance · coverage_endorsement | 0 (insufficient) | — | — |
| insurance · coverage_exclusion | 0 (insufficient) | — | — |
| insurance · coverage_umbrella | 0 (insufficient) | — | — |
| insurance · denial_cause_unknown | 0 (insufficient) | — | — |
| insurance · denial_deductible | 0 (insufficient) | — | — |
| insurance · denial_exclusion | 0 (insufficient) | — | — |
| insurance · denial_lapsed | 0 (insufficient) | — | — |
| insurance · denial_late_filing | 0 (insufficient) | — | — |
| insurance · denial_misrepresentation | 0 (insufficient) | — | — |
| insurance · denial_not_covered | 0 (insufficient) | — | — |
| insurance · denial_preexisting | 0 (insufficient) | — | — |
| insurance · denial_wear_tear | 0 (insufficient) | — | — |
| insurance · doc_altered_photos | 0 (insufficient) | — | — |
| insurance · doc_backdated | 0 (insufficient) | — | — |
| insurance · doc_duplicate_claim | 0 (insufficient) | — | — |
| insurance · doc_fake_policy | 0 (insufficient) | — | — |
| insurance · doc_falsified_police | 0 (insufficient) | — | — |
| insurance · doc_forged_receipt | 0 (insufficient) | — | — |
| insurance · doc_identity_theft | 0 (insufficient) | — | — |
| insurance · evidence_photos | 5 | 62.5% [30.6–86.3] | 100.0% [56.6–100.0] |
| insurance · evidence_police_report | 0 (insufficient) | — | — |
| insurance · evidence_scene | 0 (insufficient) | — | — |
| insurance · evidence_video | 0 (insufficient) | — | — |
| insurance · exag_extended_treatment | 0 (insufficient) | — | — |
| insurance · exag_inflated_damage | 5 | 45.5% [21.3–72.0] | 100.0% [56.6–100.0] |
| insurance · exag_inflated_injury | 0 (insufficient) | — | — |
| insurance · exag_inflated_loss | 0 (insufficient) | — | — |
| insurance · exag_misclassification | 0 (insufficient) | — | — |
| insurance · exag_preexisting_damage | 0 (insufficient) | — | — |
| insurance · exag_repair_inflation | 0 (insufficient) | — | — |
| insurance · fraud_arson_profit | 0 (insufficient) | — | — |
| insurance · fraud_intentional_damage | 0 (insufficient) | — | — |
| insurance · fraud_jump_in | 0 (insufficient) | — | — |
| insurance · fraud_paper_accident | 0 (insufficient) | — | — |
| insurance · fraud_setup_collision | 0 (insufficient) | — | — |
| insurance · fraud_staged_accident | 5 | 35.7% [16.3–61.2] | 100.0% [56.6–100.0] |
| insurance · fraud_swoop_squat | 0 (insufficient) | — | — |
| insurance · health_hospitalization | 5 | 71.4% [35.9–91.8] | 100.0% [56.6–100.0] |
| insurance · health_outpatient | 0 (insufficient) | — | — |
| insurance · health_surgery | 0 (insufficient) | — | — |
| insurance · injury_recovery_estimate | 0 (insufficient) | — | — |
| insurance · legal_discovery | 0 (insufficient) | — | — |
| insurance · legal_judgment | 0 (insufficient) | — | — |
| insurance · legal_lawsuit_filed | 0 (insufficient) | — | — |
| insurance · legal_regulatory_complaint | 0 (insufficient) | — | — |
| insurance · liability_disputed | 0 (insufficient) | — | — |
| insurance · liability_full | 0 (insufficient) | — | — |
| insurance · liability_indemnity | 0 (insufficient) | — | — |
| insurance · liability_negligence | 0 (insufficient) | — | — |
| insurance · liability_none | 0 (insufficient) | — | — |
| insurance · liability_premises | 0 (insufficient) | — | — |
| insurance · liability_shared | 0 (insufficient) | — | — |
| insurance · liability_third_party | 0 (insufficient) | — | — |
| insurance · life_beneficiary | 0 (insufficient) | — | — |
| insurance · premium_address_fraud | 0 (insufficient) | — | — |
| insurance · premium_employment_fraud | 0 (insufficient) | — | — |
| insurance · premium_fake_no_claim | 0 (insufficient) | — | — |
| insurance · premium_misrepresentation | 0 (insufficient) | — | — |
| insurance · premium_rate_evasion | 0 (insufficient) | — | — |
| insurance · prop_fire | 0 (insufficient) | — | — |
| insurance · prop_roof | 0 (insufficient) | — | — |
| insurance · prop_storm | 0 (insufficient) | — | — |
| insurance · prop_structural | 0 (insufficient) | — | — |
| insurance · prop_theft | 0 (insufficient) | — | — |
| insurance · prop_vandalism | 0 (insufficient) | — | — |
| insurance · prop_water | 5 | 55.6% [26.7–81.1] | 100.0% [56.6–100.0] |
| insurance · ring_body_shop | 0 (insufficient) | — | — |
| insurance · ring_broker_fraud | 0 (insufficient) | — | — |
| insurance · ring_insider_collusion | 0 (insufficient) | — | — |
| insurance · ring_multiple_claims | 0 (insufficient) | — | — |
| insurance · ring_staged_network | 0 (insufficient) | — | — |
| insurance · settlement_acceptance | 0 (insufficient) | — | — |
| insurance · settlement_advance | 0 (insufficient) | — | — |
| insurance · settlement_final | 0 (insufficient) | — | — |
| insurance · settlement_offer | 0 (insufficient) | — | — |
| insurance · settlement_recoveries | 0 (insufficient) | — | — |
| insurance · settlement_rejection | 0 (insufficient) | — | — |
| insurance · siu_background_check | 0 (insufficient) | — | — |
| insurance · siu_exam_under_oath | 0 (insufficient) | — | — |
| insurance · siu_prior_claims | 0 (insufficient) | — | — |
| insurance · siu_recorded_statement | 0 (insufficient) | — | — |
| insurance · siu_red_flag | 0 (insufficient) | — | — |
| insurance · siu_referral | 0 (insufficient) | — | — |
| insurance · siu_referral_cleared | 0 (insufficient) | — | — |
| insurance · siu_surveillance | 0 (insufficient) | — | — |
| insurance · status_approved | 0 (insufficient) | — | — |
| insurance · status_denied | 5 | 57.1% [25.1–84.2] | 80.0% [37.6–96.4] |
| insurance · status_disputed | 0 (insufficient) | — | — |
| insurance · status_filed | 0 (insufficient) | — | — |
| insurance · status_reopened | 0 (insufficient) | — | — |
| insurance · status_settled | 0 (insufficient) | — | — |
| insurance · subrogation_demand | 0 (insufficient) | — | — |
| insurance · subrogation_recovery | 0 (insufficient) | — | — |
| insurance · subrogation_waiver | 0 (insufficient) | — | — |
| insurance · third_party_claim | 0 (insufficient) | — | — |
| insurance · third_party_injury | 0 (insufficient) | — | — |
| insurance · third_party_property | 0 (insufficient) | — | — |
| insurance · third_party_uninsured | 0 (insufficient) | — | — |
| insurance · witness_conflicting | 0 (insufficient) | — | — |
| insurance · witness_independent | 0 (insufficient) | — | — |
| insurance · witness_statement | 0 (insufficient) | — | — |
| trust-safety · account_exposure_threat | 0 (insufficient) | — | — |
| trust-safety · address_exposure | 0 (insufficient) | — | — |
| trust-safety · age_based_hostility | 0 (insufficient) | — | — |
| trust-safety · aggressive_language | 0 (insufficient) | — | — |
| trust-safety · aggressive_profanity | 0 (insufficient) | — | — |
| trust-safety · animalistic_dehumanization | 0 (insufficient) | — | — |
| trust-safety · antagonistic_generalization | 0 (insufficient) | — | — |
| trust-safety · appearance_insult | 0 (insufficient) | — | — |
| trust-safety · assault_threat | 0 (insufficient) | — | — |
| trust-safety · baiting | 0 (insufficient) | — | — |
| trust-safety · belittling | 0 (insufficient) | — | — |
| trust-safety · blackmail_threat | 0 (insufficient) | — | — |
| trust-safety · blasphemous_profanity | 0 (insufficient) | — | — |
| trust-safety · body_sexualization | 0 (insufficient) | — | — |
| trust-safety · bot_like_promotion | 0 (insufficient) | — | — |
| trust-safety · bullying | 0 (insufficient) | — | — |
| trust-safety · celebration_of_death | 0 (insufficient) | — | — |
| trust-safety · celebration_of_injury | 0 (insufficient) | — | — |
| trust-safety · coded_hate | 0 (insufficient) | — | — |
| trust-safety · coercion | 0 (insufficient) | — | — |
| trust-safety · coercive_gift_to_minor | 0 (insufficient) | — | — |
| trust-safety · coercive_threat | 0 (insufficient) | — | — |
| trust-safety · collective_blame | 0 (insufficient) | — | — |
| trust-safety · collective_punishment | 0 (insufficient) | — | — |
| trust-safety · conditional_threat | 0 (insufficient) | — | — |
| trust-safety · contamination_rhetoric | 0 (insufficient) | — | — |
| trust-safety · contempt | 0 (insufficient) | — | — |
| trust-safety · contemptuous_language | 0 (insufficient) | — | — |
| trust-safety · controlling_language | 0 (insufficient) | — | — |
| trust-safety · credential_request | 0 (insufficient) | — | — |
| trust-safety · cyberbullying | 0 (insufficient) | — | — |
| trust-safety · dangerous_challenge | 0 (insufficient) | — | — |
| trust-safety · dangerous_prank | 0 (insufficient) | — | — |
| trust-safety · death_threat | 5 | 2.8% [1.2–6.3] | 100.0% [56.6–100.0] |
| trust-safety · deceptive_link | 0 (insufficient) | — | — |
| trust-safety · dehumanization | 0 (insufficient) | — | — |
| trust-safety · denial_of_humanity | 0 (insufficient) | — | — |
| trust-safety · derogatory_labeling | 0 (insufficient) | — | — |
| trust-safety · directed_death_wish | 0 (insufficient) | — | — |
| trust-safety · directed_explicit_sexual_language | 0 (insufficient) | — | — |
| trust-safety · directed_profanity | 0 (insufficient) | — | — |
| trust-safety · disability_based_hostility | 0 (insufficient) | — | — |
| trust-safety · disease_comparison | 0 (insufficient) | — | — |
| trust-safety · dismissive_abuse | 0 (insufficient) | — | — |
| trust-safety · dogpiling | 0 (insufficient) | — | — |
| trust-safety · dogwhistle_hate | 0 (insufficient) | — | — |
| trust-safety · doxxing | 5 | 20.0% [8.9–39.1] | 100.0% [56.6–100.0] |
| trust-safety · emotional_abuse | 0 (insufficient) | — | — |
| trust-safety · encouragement_of_assault | 0 (insufficient) | — | — |
| trust-safety · encouragement_of_killing | 0 (insufficient) | — | — |
| trust-safety · ethnicity_based_hostility | 0 (insufficient) | — | — |
| trust-safety · euphemistic_abuse | 0 (insufficient) | — | — |
| trust-safety · exclusion_by_identity | 0 (insufficient) | — | — |
| trust-safety · explicit_obscenity | 0 (insufficient) | — | — |
| trust-safety · explicit_sexual_proposition | 0 (insufficient) | — | — |
| trust-safety · extermination_rhetoric | 0 (insufficient) | — | — |
| trust-safety · extortion_language | 0 (insufficient) | — | — |
| trust-safety · extremist_membership_solicitation | 0 (insufficient) | — | — |
| trust-safety · extremist_mobilization | 0 (insufficient) | — | — |
| trust-safety · family_info_exposure | 0 (insufficient) | — | — |
| trust-safety · family_threat | 0 (insufficient) | — | — |
| trust-safety · farewell_suicide_note | 0 (insufficient) | — | — |
| trust-safety · financial_solicitation_fraud | 0 (insufficient) | — | — |
| trust-safety · flame_war_escalation | 0 (insufficient) | — | — |
| trust-safety · forced_removal_advocacy | 0 (insufficient) | — | — |
| trust-safety · giveaway_scam | 0 (insufficient) | — | — |
| trust-safety · glorification_of_violence | 0 (insufficient) | — | — |
| trust-safety · grooming_language | 0 (insufficient) | — | — |
| trust-safety · group_derogation | 0 (insufficient) | — | — |
| trust-safety · group_hostility | 0 (insufficient) | — | — |
| trust-safety · group_inferiority_claim | 0 (insufficient) | — | — |
| trust-safety · group_superiority_claim | 0 (insufficient) | — | — |
| trust-safety · harassment | 5 | 6.4% [2.2–17.2] | 60.0% [23.1–88.2] |
| trust-safety · harmful_dare | 0 (insufficient) | — | — |
| trust-safety · hate_speech | 5 | 5.6% [1.0–25.8] | 20.0% [3.6–62.5] |
| trust-safety · hopelessness_despair | 0 (insufficient) | — | — |
| trust-safety · hostile_reply | 0 (insufficient) | — | — |
| trust-safety · hostile_tone | 0 (insufficient) | — | — |
| trust-safety · humiliation | 0 (insufficient) | — | — |
| trust-safety · humiliation_campaign | 0 (insufficient) | — | — |
| trust-safety · humiliation_threat | 0 (insufficient) | — | — |
| trust-safety · identity_attack | 0 (insufficient) | — | — |
| trust-safety · identity_based_harassment | 0 (insufficient) | — | — |
| trust-safety · identity_exposure | 0 (insufficient) | — | — |
| trust-safety · immigration_status_hostility | 0 (insufficient) | — | — |
| trust-safety · impersonation | 0 (insufficient) | — | — |
| trust-safety · incitement_to_violence | 0 (insufficient) | — | — |
| trust-safety · indirect_harassment | 0 (insufficient) | — | — |
| trust-safety · inflammatory_language | 0 (insufficient) | — | — |
| trust-safety · injury_encouragement | 0 (insufficient) | — | — |
| trust-safety · insult | 0 (insufficient) | — | — |
| trust-safety · intelligence_insult | 0 (insufficient) | — | — |
| trust-safety · intimidation | 0 (insufficient) | — | — |
| trust-safety · isolation_demand | 0 (insufficient) | — | — |
| trust-safety · leetspeak_abuse | 0 (insufficient) | — | — |
| trust-safety · location_tracking_threat | 0 (insufficient) | — | — |
| trust-safety · masked_profanity | 0 (insufficient) | — | — |
| trust-safety · mass_casualty_glorification | 0 (insufficient) | — | — |
| trust-safety · minor_exploitation_language | 0 (insufficient) | — | — |
| trust-safety · minor_sexualization | 0 (insufficient) | — | — |
| trust-safety · mob_violence_encouragement | 0 (insufficient) | — | — |
| trust-safety · mockery | 0 (insufficient) | — | — |
| trust-safety · name_calling | 0 (insufficient) | — | — |
| trust-safety · nationality_based_hostility | 0 (insufficient) | — | — |
| trust-safety · nonconsensual_sexualization | 0 (insufficient) | — | — |
| trust-safety · obedience_demand | 0 (insufficient) | — | — |
| trust-safety · obfuscated_threat | 0 (insufficient) | — | — |
| trust-safety · obscene_language | 0 (insufficient) | — | — |
| trust-safety · ostracism | 0 (insufficient) | — | — |
| trust-safety · passive_death_wish | 0 (insufficient) | — | — |
| trust-safety · peer_pressure | 0 (insufficient) | — | — |
| trust-safety · persistent_abuse | 0 (insufficient) | — | — |
| trust-safety · personal_info_exposure | 0 (insufficient) | — | — |
| trust-safety · phishing_lure | 0 (insufficient) | — | — |
| trust-safety · phone_exposure | 0 (insufficient) | — | — |
| trust-safety · physical_harm_threat | 5 | 3.9% [1.7–8.9] | 100.0% [56.6–100.0] |
| trust-safety · pile_on | 0 (insufficient) | — | — |
| trust-safety · possessive_threat | 0 (insufficient) | — | — |
| trust-safety · privacy_invasion | 0 (insufficient) | — | — |
| trust-safety · profanity | 0 (insufficient) | — | — |
| trust-safety · property_damage_threat | 0 (insufficient) | — | — |
| trust-safety · protected_class_insult | 0 (insufficient) | — | — |
| trust-safety · protected_class_slur | 0 (insufficient) | — | — |
| trust-safety · provocation | 0 (insufficient) | — | — |
| trust-safety · public_shaming | 0 (insufficient) | — | — |
| trust-safety · race_based_hostility | 0 (insufficient) | — | — |
| trust-safety · reckless_driving_encouragement | 0 (insufficient) | — | — |
| trust-safety · religion_based_hostility | 0 (insufficient) | — | — |
| trust-safety · repeated_profanity | 0 (insufficient) | — | — |
| trust-safety · repeated_targeting | 0 (insufficient) | — | — |
| trust-safety · revenge_violence | 0 (insufficient) | — | — |
| trust-safety · ridicule | 0 (insufficient) | — | — |
| trust-safety · rumor_harassment | 0 (insufficient) | — | — |
| trust-safety · scam | 0 (insufficient) | — | — |
| trust-safety · scatological_language | 0 (insufficient) | — | — |
| trust-safety · secrecy_request_to_minor | 0 (insufficient) | — | — |
| trust-safety · self_harm_challenge | 0 (insufficient) | — | — |
| trust-safety · self_harm_disclosure | 0 (insufficient) | — | — |
| trust-safety · self_harm_encouragement | 0 (insufficient) | — | — |
| trust-safety · self_harm_glorification | 0 (insufficient) | — | — |
| trust-safety · self_harm_intent | 0 (insufficient) | — | — |
| trust-safety · self_harm_peer_pressure | 0 (insufficient) | — | — |
| trust-safety · self_harm_taunt | 0 (insufficient) | — | — |
| trust-safety · sexual_harassment | 5 | 0.0% [0.0–43.5] | 0.0% [0.0–43.5] |
| trust-safety · sexual_image_request_to_minor | 0 (insufficient) | — | — |
| trust-safety · sexual_insult | 0 (insufficient) | — | — |
| trust-safety · sexual_meetup_request_to_minor | 0 (insufficient) | — | — |
| trust-safety · sexual_objectification | 0 (insufficient) | — | — |
| trust-safety · sexual_orientation_hostility | 0 (insufficient) | — | — |
| trust-safety · sexual_profanity | 0 (insufficient) | — | — |
| trust-safety · sexual_threat | 0 (insufficient) | — | — |
| trust-safety · sexualized_bullying | 0 (insufficient) | — | — |
| trust-safety · social_exclusion | 0 (insufficient) | — | — |
| trust-safety · spaced_letter_abuse | 0 (insufficient) | — | — |
| trust-safety · stalking_language | 0 (insufficient) | — | — |
| trust-safety · suicidal_ideation | 0 (insufficient) | — | — |
| trust-safety · suicidal_thoughts | 0 (insufficient) | — | — |
| trust-safety · suicide_baiting | 0 (insufficient) | — | — |
| trust-safety · suicide_encouragement | 0 (insufficient) | — | — |
| trust-safety · suicide_glorification | 0 (insufficient) | — | — |
| trust-safety · suicide_method_ideation | 0 (insufficient) | — | — |
| trust-safety · suicide_plan_statement | 0 (insufficient) | — | — |
| trust-safety · suicide_preparation | 0 (insufficient) | — | — |
| trust-safety · suicide_taunt | 0 (insufficient) | — | — |
| trust-safety · suspicious_payment_request | 0 (insufficient) | — | — |
| trust-safety · targeted_antagonism | 0 (insufficient) | — | — |
| trust-safety · targeted_humiliation | 0 (insufficient) | — | — |
| trust-safety · taunting | 0 (insufficient) | — | — |
| trust-safety · threat | 5 | 3.9% [1.7–8.7] | 100.0% [56.6–100.0] |
| trust-safety · toxic_language | 0 (insufficient) | — | — |
| trust-safety · unsafe_weapon_play_encouragement | 0 (insufficient) | — | — |
| trust-safety · unwanted_contact | 0 (insufficient) | — | — |
| trust-safety · unwanted_sexual_comment | 0 (insufficient) | — | — |
| trust-safety · veiled_threat | 0 (insufficient) | — | — |
| trust-safety · vermin_comparison | 0 (insufficient) | — | — |
| trust-safety · vigilante_violence_encouragement | 0 (insufficient) | — | — |
| trust-safety · violent_extremist_support | 0 (insufficient) | — | — |
| trust-safety · violent_retribution | 0 (insufficient) | — | — |
| trust-safety · vulgarity | 0 (insufficient) | — | — |
| trust-safety · weapon_threat | 0 (insufficient) | — | — |
| trust-safety · workplace_exposure | 0 (insufficient) | — | — |
| wellness · anxiety_expression | 5 | 0.0% [0.0–79.4] | 0.0% [0.0–43.5] |
| wellness · cardio_fatigue_expression | 0 (insufficient) | — | — |
| wellness · cardio_session | 0 (insufficient) | — | — |
| wellness · check_in_reminder | 0 (insufficient) | — | — |
| wellness · concentration_difficulty | 0 (insufficient) | — | — |
| wellness · confusion | 0 (insufficient) | — | — |
| wellness · coping_strategy_needed | 0 (insufficient) | — | — |
| wellness · coping_strategy_use | 0 (insufficient) | — | — |
| wellness · counselling_interest | 0 (insufficient) | — | — |
| wellness · deadline_missed | 0 (insufficient) | — | — |
| wellness · deadline_upcoming | 0 (insufficient) | — | — |
| wellness · early_waking | 0 (insufficient) | — | — |
| wellness · emotional_expression | 0 (insufficient) | — | — |
| wellness · endurance_training | 0 (insufficient) | — | — |
| wellness · energy_high | 0 (insufficient) | — | — |
| wellness · energy_low | 0 (insufficient) | — | — |
| wellness · exercise_discomfort | 0 (insufficient) | — | — |
| wellness · exercise_enjoyment | 0 (insufficient) | — | — |
| wellness · exercise_friction | 0 (insufficient) | — | — |
| wellness · exercise_return | 0 (insufficient) | — | — |
| wellness · feeling_drained | 0 (insufficient) | — | — |
| wellness · feeling_restored | 0 (insufficient) | — | — |
| wellness · focus_session | 0 (insufficient) | — | — |
| wellness · goal_abandonment | 0 (insufficient) | — | — |
| wellness · guilt_expression | 0 (insufficient) | — | — |
| wellness · habit_tracking | 0 (insufficient) | — | — |
| wellness · hydration_reminder | 0 (insufficient) | — | — |
| wellness · insufficient_sleep | 0 (insufficient) | — | — |
| wellness · interval_training | 0 (insufficient) | — | — |
| wellness · journaling_practice | 0 (insufficient) | — | — |
| wellness · light_activity | 0 (insufficient) | — | — |
| wellness · loneliness_expression | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| wellness · loneliness_feeling | 0 (insufficient) | — | — |
| wellness · mental_fatigue | 0 (insufficient) | — | — |
| wellness · motivation_high | 0 (insufficient) | — | — |
| wellness · motivation_low | 0 (insufficient) | — | — |
| wellness · movement_break | 0 (insufficient) | — | — |
| wellness · muscle_soreness | 0 (insufficient) | — | — |
| wellness · night_waking | 0 (insufficient) | — | — |
| wellness · overexertion_signal | 0 (insufficient) | — | — |
| wellness · overload_expression | 0 (insufficient) | — | — |
| wellness · overwhelm_expression | 0 (insufficient) | — | — |
| wellness · physical_fatigue | 0 (insufficient) | — | — |
| wellness · procrastination | 0 (insufficient) | — | — |
| wellness · professional_support_interest | 0 (insufficient) | — | — |
| wellness · progress_satisfaction | 0 (insufficient) | — | — |
| wellness · racing_thoughts_expression | 0 (insufficient) | — | — |
| wellness · recovery_day | 0 (insufficient) | — | — |
| wellness · recovery_need | 0 (insufficient) | — | — |
| wellness · relaxation_practice | 0 (insufficient) | — | — |
| wellness · relaxation_technique | 0 (insufficient) | — | — |
| wellness · rest_day | 0 (insufficient) | — | — |
| wellness · rest_intent | 0 (insufficient) | — | — |
| wellness · return_to_activity | 0 (insufficient) | — | — |
| wellness · running_activity | 0 (insufficient) | — | — |
| wellness · sadness_expression | 0 (insufficient) | — | — |
| wellness · sleep_debt | 0 (insufficient) | — | — |
| wellness · sleep_quality_good | 0 (insufficient) | — | — |
| wellness · sleep_quality_poor | 5 | 83.3% [43.7–97.0] | 100.0% [56.6–100.0] |
| wellness · sleep_schedule_reminder | 0 (insufficient) | — | — |
| wellness · social_support_needed | 0 (insufficient) | — | — |
| wellness · social_withdrawal_expression | 0 (insufficient) | — | — |
| wellness · streak_break | 0 (insufficient) | — | — |
| wellness · streak_maintenance | 5 | 100.0% [20.7–100.0] | 20.0% [3.6–62.5] |
| wellness · stress_expression | 5 | 41.7% [19.3–68.1] | 100.0% [56.6–100.0] |
| wellness · support_request | 5 | 11.1% [2.0–43.5] | 20.0% [3.6–62.5] |
| wellness · support_unavailable | 0 (insufficient) | — | — |
| wellness · task_completion | 0 (insufficient) | — | — |
| wellness · task_creation | 0 (insufficient) | — | — |
| wellness · time_pressure | 0 (insufficient) | — | — |
| wellness · training_load_increase | 0 (insufficient) | — | — |
| wellness · training_load_reduction | 0 (insufficient) | — | — |
| wellness · trusted_person_outreach | 0 (insufficient) | — | — |
| wellness · urgent_emotional_support_request | 0 (insufficient) | — | — |
| wellness · waking_refreshed | 0 (insufficient) | — | — |
| wellness · walking_activity | 0 (insufficient) | — | — |
| wellness · wellbeing_improvement | 0 (insufficient) | — | — |
| wellness · wellbeing_resource_request | 0 (insufficient) | — | — |
| wellness · wellness_checkin | 0 (insufficient) | — | — |
| wellness · work_life_imbalance | 0 (insufficient) | — | — |
| wellness · workload_pressure | 0 (insufficient) | — | — |
| wellness · workout_completed | 5 | 57.1% [25.1–84.2] | 80.0% [37.6–96.4] |
| wellness · workout_skipped | 0 (insufficient) | — | — |
| wellness · workout_started | 0 (insufficient) | — | — |
| wellness · worry_expression | 0 (insufficient) | — | — |
Where we are weakest — measured, not averaged
- cybersecurity · benign · en FP 100.0% (n=6)
- cybersecurity · look-alike · en FP 100.0% (n=5)
- cybersecurity · negation · en FP 100.0% (n=5)
- cybersecurity · quotation · en FP 100.0% (n=7)
- cybersecurity · reported speech · en FP 100.0% (n=7)
- dating-safety · look-alike · en FP 100.0% (n=5)
- discrimination · look-alike · en FP 100.0% (n=5)
- discrimination · negation · en FP 100.0% (n=6)
What this evidence does not show
- The suite is synthetic and human-authored; it is not customer traffic and does not estimate rates on your data.
- Small cells carry wide intervals — treat point estimates near cell-size minimums as directional.
- A flag on a challenging-context item is not automatically an error; the published expectation reflects our annotation policy, which your deployment may define differently.
- Operating-point rows are example decision points, not recommendations. No single threshold is valid for every use case.
Provenance: synthetic 2234
Dataset, annotation instructions, adjudication process, evaluation code, and configuration are versioned; this report regenerates from a versioned eval snapshot. Evaluate on your data with the local evaluation toolkit — your labeled data never has to leave your environment.
Evidence for a single result
This is what Sentiqra means by evidence - every successful analysis carries a verifiable receipt.
Input
"You are a worthless idiot"
↓
Signals (reduced.v1 profile)
Insults & Derogationvery_high · 0.9
Insultvery_high · 0.9
Belittlingvery_high · 0.9
↓
Analysis evidence
Configurationsqcfg_ZZW77NM9
Fingerprintfp_8a72...19f
Signaturesig_ed25519_...
How to read these numbers
0.91 score
≠ 91% probability that an action is correct. It's signal-match strength under a specific configuration.
Top-3 hit rate
= the expected signal appeared among the top three results.
False-positive rate
= a separate metric. Top-3 hit rate is not a false-positive rate.
Action threshold
= your validation decision, calibrated to your cost of error.
What this evidence does not show
Not probabilities
A score expresses signal-match strength under a particular analyzer configuration. It is not a probability that the signal or a downstream action is correct. Validate action thresholds on representative labeled data.
Not a false-positive rate
Top-3 hit rate measures whether the expected concept surfaces in the top three results. It does not measure how often benign content is flagged.
Not your data distribution
Benchmarks run on generated natural-language samples. Your traffic will differ - run Sentiqra in parallel against your own data before deciding on thresholds.
Verify it yourself
Run a detection in the playground, take the signed receipt, and replay it later. Or talk to solutions engineering about running Sentiqra against your own labeled traffic.