Articles
Executed validation evidence and governed IRT (0.9 M2)
Frozen software-validation programmes, IRT information/scoring/diagnostics, linking and invariance, process-aware IRT, cognitive diagnosis, adaptive testing, engine gating, and paper-ready evidence.
- Adaptive testing design and governance
- Cognitive diagnosis and Q-matrix governance
- Frozen validation evidence programme
- External IRT engines and exact-method gating
- IRT information, scoring, and diagnostics
- IRT linking, DIF, DTF, and invariance evidence
- IRT recovery, SBC, and misspecification evidence
- Measurement-quality stress tests and negative controls
- Multidimensional, testlet, and latent-regression IRT
- Response-time and process-aware IRT
- Validation evidence atlas and software-paper reporting
Validated and governed research workflows (0.9)
Empirical validation, governed pipelines, API lifecycle, sensitivity analysis, measurement reliability, calibration uncertainty, negative controls, reproducibility, benchmarking, and software-paper evidence.
- API lifecycle and canonical interfaces
- Computational benchmarking and synthetic stress testing
- Calibration uncertainty and eye-tracking data quality
- Empirical validation programmes in eyeprocess
- Governed end-to-end analysis pipelines
- Sensitivity, specification curves, and decision stability
- Negative controls, placebo windows, and temporal leakage
- Process-measure registry, repeatability, and reliability
- Reproducibility fingerprints, provenance, and RO-Crate
- Building a software-paper evidence bundle
- Simulation-based calibration and measurement-resolution guards
- Interoperability with targets-style workflows
Foundations
Analysis
- Preprocessing, AOIs, and Feature Engineering
- Psychometric Process-Data Models
- Quality, Provenance, and Responsible Interpretation
- Multi-vendor empirical validation
- Interoperability, Eye-Tracking-BIDS, and storage
- Advanced model programme and validation
- Research validation and software-paper programme
- Research-scale validation execution
- Dynamic IRTree and transition-model hardening
- Independent multi-vendor validation corpus
- Functional pupil-IRT modelling
- Theory-constrained strategy mixtures
- Gaze-informed diffusion-IRT modelling
- Stable APIs, scalable storage, and external adapters
- Public benchmark and software-paper reproduction
- Probabilistic AOIs and Compositional Attention
- Measurement Uncertainty and Recalibration
- Process Reliability and Device Transportability
- Pupil Phase-Amplitude Registration and Missingness
- Temporal and Spatial Process Science
- Representative Scanpaths and Cognitive Episodes
- Item-Bank Decisions, Fairness Drift, and Reference Centiles
- Evidence and Decision Provenance
Process IRT and validation (0.7)
Multimodal process-aware IRT models, semantic validation, evidence grading, recovery studies, and experimental measurement architectures introduced for the 0.7 series.
- Validation Before Promotion: Recovery, SBC, PPC, and Transportability
- Experimental Process-IRT Methods and Evidence Gates
- Multimodal Process IRT: Responses, Time, Gaze, and Missingness
- Multiple-Response Items, Revisiting, and Local Dependence
- Process-IRT Model Atlas: What to Fit, What to Validate, What Not to Claim
- Independent Vendor Validation and Semantic Fidelity
Process measurement and deployment governance (0.8)
Pre-flight quality governance, temporal representations, advanced pupillometry, visual-context measurement, multiblock structure, Bayesian/3PL diagnostics, streaming scoring, validation bundles, optional sensitivity diagnostics, and evidence-gated frontier workflows.
- Advanced pupillometry representations and confound control
- Advanced Rasch, mixture-IRT, and imputation sensitivity
- Bayesian and 3PL Process Diagnostics
- Post-deployment psychometric-biometric drift monitoring
- Item seeding, accessibility review, and presentation fairness
- Multiblock process structure, profiles, and external validity
- Process-decision proxies and research-frontier gates
- Process pre-flight and anomaly governance
- Streaming scoring and validation evidence bundles
- Temporal process windows and AOI trajectories
- Visual-context and testlet IRT
eyeprocess 0.10 — Unified Multimodal Process-IRT
Development articles for multimodal latent process measurement.
0.10 M2 three-way measurement evidence
0.10 M3 pupil measurement evidence
Four-channel response, response-time, gaze, and pupil measurement workflows; confound-aware pupil modelling; ablation, recovery, missingness, device stress, functional-score bridging, and sensor-value evidence.
- M3: Four-channel response, RT, gaze, and pupil measurement
- M3 pupil measurement: confounds, quality, and missingness
- M3 process information: ablation, redundancy, and sensor value
- M3 recovery, identifiability, and failure-case validation
- M3 functional pupil bridge: from trajectories to joint measurement
- M3 device transport, falsification controls, and sensor value
0.11 M4 latent response-process states
- Trait-Conditioned Latent Response-Process States
- Specifying and Fitting the M4 Reference Model
- Identifiability, State Separation, and Label Uncertainty
- Does Latent State Structure Add Measurement Information?
- Negative Controls and State-Count Sensitivity
- Recovery and Validation of Latent Response-Process States