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Evidence status

This page is generated from versioned evidence policy and exact repository artifacts. Status is not inferred from whether a model metric looks favourable.

Status bundle fingerprint: 64a7be9cbe165a5079c93da85aaeb93a0e997b9c3a0b12443c51c3069eff2913

Dataset / target Status Evidence scope Sampling origin
Gaze-in-the-Wild Reviewed empirical evidence external participant-disjoint task-agnostic event validation derived-60hz
Hollywood2EM Frozen empirical evidence external source-token-held-out event validation resampled
Lund2013 Frozen empirical evidence external expert-labelled event validation mixed-native-and-derived
Native 60 Hz / GP3-class validation Empirical execution pending native device validation native-60hz-required
VISUS public derivative Bounded empirical evidence partial public derivative empirical analysis native-tobii-60hz-partial

Dataset boundaries

Gaze-in-the-Wild

Reviewed empirical evidence. Reviewed exact-distribution participant-disjoint event-model evidence on a derived 60 Hz task-agnostic analysis grid.

  • Reference strength: human-reference
  • Versioned source: validation/evidence/gaze-in-wild/gaze-in-wild-exact-participant-disjoint-model-validation-evidence-v1.json
  • Bound evidence fingerprint: b2fe85ec7e5d5cd425c0cd2593742bab835686c3f560d8a6c06e9c6d67dc547a
  • Open boundaries:
  • Complete authoritative TrIdx-to-task mapping remains unresolved; task-stratified claims remain blocked.
  • The 60 Hz grid is derived rather than native 60 Hz/Gazepoint GP3 validation.
  • Cross-dataset validation and quarantine exit remain unauthorized.

Hollywood2EM

Frozen empirical evidence. Frozen aggregate derived-60-Hz performance on source-token-held-out folds; the split unit is not a verified participant identity.

  • Reference strength: derived-human-reference
  • Versioned source: validation/evidence/hollywood2/hollywood2-source-token-60hz-frozen-summary-v1.json
  • Bound evidence fingerprint: e1f1c030f843e118ebd65520dfab8e872efb4ea3e1d520299a993b0ca00ddabf
  • Open boundaries:
  • Exact annotation-repository licence identifier/text and dataset-specific analysis terms remain unresolved.
  • Source-token-held-out evidence is not participant-held-out evidence.
  • Native 60 Hz or Gazepoint GP3 validity is not established.

Lund2013

Frozen empirical evidence. Frozen external expert-labelled event-validation suite; 60 Hz model evidence is derived from native 500 Hz recordings.

  • Reference strength: expert-human-reference
  • Versioned source: validation/evidence/lund2013/lund2013-suite-manifest.json
  • Bound evidence fingerprint: 5dc6d6336b505b0a2283fe64d478a27b0394c9568a86fc4eb4d2771b8d600f93
  • Open boundaries:
  • Derived 60 Hz results do not establish native 60 Hz or Gazepoint GP3 validity.

Native 60 Hz / GP3-class validation

Empirical execution pending. Native 60 Hz/GP3-class expert-labelled event validation remains an explicit scientific requirement.

  • Reference strength: expert-human-reference-required
  • Open boundaries:
  • No native 60 Hz/GP3-class expert-labelled event corpus has yet cleared the frozen empirical validation gate.

VISUS public derivative

Bounded empirical evidence. Verified partial empirical evidence from public VISUS-supervised derivative Tobii 60 Hz files; no full-dataset model-validation or Frozen Evidence claim.

  • Reference strength: bounded-empirical-observation
  • Versioned source: validation/evidence/visus-public-partial/visus-public-partial-evidence-v1.json
  • Bound evidence fingerprint: 80e008228e39c2b17bae99a526e2a0157c2c850ebe803c5a370abe9167efde14
  • Open boundaries:
  • Only a partial public derivative is covered; the original 25-participant × 11-stimulus VISUS benchmark is not recovered.
  • Original source licence remains unresolved.
  • No model-validation, human-human-agreement, Frozen Evidence, or native Gazepoint GP3 claim is created.

Interpretation rule

A stronger status requires an explicit reviewed policy update plus integrity-valid evidence. Missing, malformed, byte-changed, fingerprint-mismatched, or scientifically incompatible evidence fails closed during site generation. Synthetic/demo outputs are never promoted into empirical evidence, derived 60 Hz remains distinct from native 60 Hz/GP3 validation, and source-token-held-out designs remain distinct from participant-held-out designs.