Data Systems and Intelligence Quarterly

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Vol. 4 No. 1 (2026)
Published July 9, 2026
Special Issue 2026 07

Special Issue 2026 07

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Articles

Richard Franklin, Peter Pearson, Thomas Barrett (Author)
Evidence Boundaries in Reliability and Rater Agreement: A Comparative Reading of Constructed Responses and Judge-Quality Estimation
Charles Clark, Liam Morrison, Raymond Robertson (Author)
Probing constraint-aware reranking for text-to-SQL execution under 48% schema drift: a paired bootstrap
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Charles Fletcher, George Burke, Edward Armstrong (Author)
Evidence Boundaries in Vision-in-the-Loop Search: A Comparative Reading of Interactive Exploration and Long-Horizon Planning
Henry Chapman, Carson Burke, Wade Hayes (Author)
Measuring humidity-aware correction for indoor exposure estimation under 12% humidity drift: a paired bootstrap
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Maxwell Ferguson, Christopher Fuller, Preston Carter (Author)
Stabilizing hierarchical spatial aggregation for three-dimensional perception under 19% point-cloud sparsity: a blocked comparison
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Gregory Davidson, Jeffrey Holland, Douglas Hawkins (Author)
Toward More Defensible Policy-Gradient Control: Chance Constraints, Optimization Dynamics, and Validation Practice
Zachary Mills, Jake Peterson, Marcus Owens (Author)
Testing constraint-aware reranking for text-to-SQL execution under 26% schema drift: a blocked comparison
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Raymond Keller, Kenneth Wagner, Walter Robertson (Author)
Toward More Defensible Reliability and Rater Agreement: Competency Gaps, Bias Diagnosis, and Validation Practice
Arthur Harper, Lawrence Bishop, Roger Montgomery (Author)
Toward More Defensible Vision-in-the-Loop Search: Cross-Modal Registration, Observation Timing, and Validation Practice
Ryan Morrison, Nathan Fletcher, Derek Hamilton (Author)
Calibrating condition-normalized ranking for electrocatalytic screening under 33% current-density variation: a blocked comparison
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Philip Hudson, Dennis Wheeler, Bruce Perkins (Author)
Connecting Model-Free Control with Robustness Evidence across the Policy-Gradient Control Literature
Parker Schmidt, Tyler Mercer, Andrew Ford (Author)
Stress-testing dependency-aware scoring for microservice anomaly detection under 40% telemetry delay: a blocked comparison
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Martin Fleming, Frank Chandler, Carl Stevenson (Author)
Connecting Measurement Disagreement with Human–AI Calibration across the Reliability and Rater Agreement Literature
Ryan Baker, Evan Patterson, Cole Johnston (Author)
Auditing retrieval self-check for retrieval-augmented answering under 47% distractor density: a blocked comparison
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Jake Wheeler, Reed Crawford, Warren Kelley (Author)
Tuning constraint-aware reranking for text-to-SQL execution under 11% schema drift: a blocked comparison
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Wayne Henderson, Craig Stewart, Keith Phillips (Author)
Connecting Visual Localization with Agent Memory across the Vision-in-the-Loop Search Literature
George Wright, Gary Cole, Holden Clark (Author)
Probing residual inversion control for diffusion personalization under 18% guidance mismatch: a blocked comparison
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David Sanders, Connor Hughes, Aaron Marshall (Author)
Dependency-Aware Resilience through Link Addition and Higher-Order Rewiring in Multiplex Networks
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Kevin Stevenson, Justin Brooks, Dylan Powell (Author)
Measuring dose-response control for photo-Fenton degradation under 25% oxidant variability: a sensitivity sweep
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Corey Vance, Bryan Owens, William Wright (Author)
Stabilizing constraint-aware reranking for text-to-SQL execution under 32% schema drift: a sensitivity sweep
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Robert Tucker, Damian Adams, Jason Powell (Author)
Testing variance stabilization for gene-expression screening under 39% expression noise: a sensitivity sweep
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Landon Cunningham, Justin Peterson, Ralph Larson (Author)
Calibrating constraint-aware reranking for text-to-SQL execution under 46% schema drift: a sensitivity sweep
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Mitchell Brooks, Dominic Burke, Grayson Henderson (Author)
Stress-testing prevalence recalibration for clinical risk prediction under 10% prevalence shift: a sensitivity sweep
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Kevin Kelley, Wade Cole, Sawyer Keller (Author)
Auditing retrieval self-check for retrieval-augmented answering under 17% distractor density: a sensitivity sweep
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Derek Coleman, Derek Woods, Adam Owens (Author)
Tuning condition-normalized ranking for electrocatalytic screening under 24% current-density variation: a sensitivity sweep
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Blake Walker, Mason Phillips, Gary Chapman (Author)
Probing constraint-aware reranking for text-to-SQL execution under 31% schema drift: a factor ablation
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Clayton Curtis, Bryan Anderson, George Schmidt (Author)
Measuring hierarchical spatial aggregation for three-dimensional perception under 38% point-cloud sparsity: a factor ablation
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Alexander Harper, Corey Powell, Joseph Fleming (Author)
Stabilizing robust process centering for battery quality control under 45% batch variability: a factor ablation
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Adrian Woods, Kieran Freeman, Nolan Marshall (Author)
Testing constraint-aware reranking for text-to-SQL execution under 9% schema drift: a factor ablation
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Jeffrey Armstrong, Ronald Owens, Lawrence Pearson (Author)
Calibrating transport-aware tuning for membrane desalination under 16% salinity gradient: a factor ablation
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Nathaniel Burke, Nicholas Collins, Alec Lewis (Author)
Stress-testing constraint-aware reranking for text-to-SQL execution under 23% schema drift: a factor ablation
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Alan Palmer, William Vance, Holden Duncan (Author)
Auditing retrieval self-check for retrieval-augmented answering under 30% distractor density: a factor ablation
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Louis Hayes, Elliott Mills, Lucas Reynolds (Author)
Tuning dependency-aware scoring for microservice anomaly detection under 37% telemetry delay: a threshold audit
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Ronald Watson, Joel Hart, Ross Cunningham (Author)
Probing condition-normalized ranking for electrocatalytic screening under 44% current-density variation: a threshold audit
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Maxwell Phillips, Douglas Bennett, Elliot Parker (Author)
Hierarchical State-Space Modeling for Point-Cloud Classification
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Aaron Marshall, Garrett Young, Zach Webb (Author)
Measuring constraint-aware reranking for text-to-SQL execution under 8% schema drift: a threshold audit
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Eric Gardner, Dennis Reynolds, Jake Bowen (Author)
Stabilizing bidirectional feature fusion for hyperspectral classification under 15% band corruption: a threshold audit
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Jonathan Parker, Joel Zimmerman, Alec McKenzie (Author)
Testing transport-aware tuning for membrane desalination under 22% salinity gradient: a threshold audit
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Miles McKenzie, Russell Marshall, Sawyer Wood (Author)
Calibrating constraint-aware reranking for text-to-SQL execution under 29% schema drift: a threshold audit
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Corey Duncan, Evan Adams, Damian Fuller (Author)
Stress-testing transport-aware tuning for membrane desalination under 36% salinity gradient: a threshold audit
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Victor Richardson, Seth Harrison, Travis Murphy (Author)
Compatibility-Aware Clothing Recommendation: From Pairwise Matching to Consistent Outfit Generation
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Craig Peterson, Grant Griffin, Alan Powell (Author)
Structured Dynamics for Multi-Behavior and Sequential Recommendation
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Jeffrey Gardner, Ronald Hoffman, Timothy Schmidt (Author)
Physics-Editable World Models: Data, Interventions, and Evaluation for Controllable Simulation
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Gary Morrison, Terry Franklin, Ralph Pearson (Author)
Trust-Informed Expert Routing for Multimodal Biomedical Classification
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Todd Armstrong, Cody Davidson, Damian Holland (Author)
Selective Visual Grounding for Multimodal Executive Decision Agents
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Brandon Gardner, Kevin Foster, Adam Meyer (Author)
Evidence Alignment and Transfer Boundaries in 3D Point-Cloud Learning And Hyperspectral Image Learning
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Jacob Nichols, Sean Dawson, Christopher Fuller (Author)
Llm Social Agents And Multimodal Executive Agents beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Patrick Weber, Dylan Zimmerman, Robert Page (Author)
From Mechanism to Decision in Llm Social Agents And Multimodal Executive Agents: Cross-Scale Reasoning and Reproducibility
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Marcus Conrad, Gavin Benson, Vincent Arnold (Author)
From Mechanism to Decision in 3D Point-Cloud Learning And Hyperspectral Image Learning: Cross-Scale Reasoning and Reproducibility
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Simon Fuller, Keith Sutton, Maxwell Vaughn (Author)
Llm Social Agents And Multimodal Executive Agents under Changing Conditions: From Local Mechanisms to System Decisions
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Stephen Norton, Ross Walsh, Victor Hart (Author)
A Boundary-Aware Synthesis of 3D Point-Cloud Learning And Hyperspectral Image Learning: Robust Evaluation under Distribution Shift
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Emmett Fowler, Felix Mercer, Graham Benson (Author)
Comparative Evidence for 3D Point-Cloud Learning And Hyperspectral Image Learning: Comparative Methods and Boundary Conditions
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Chase Norton, Dalton Walsh, Drew Hart (Author)
Integrating Neighborhood Construction and Hierarchy in 3D Point-Cloud Learning And Hyperspectral Image Learning: Design Trade-offs and Operational Evidence
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Clayton Norton, Dawson Walsh, Emmett Hart (Author)
Assessing Transfer in 3D Point-Cloud Learning And Hyperspectral Image Learning: Transparent Baselines and Failure Analysis
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Finn Snyder, Grayson Fowler, Holden Mercer (Author)
Evidence Alignment and Transfer Boundaries in Llm Extraction Defense And Structured Knowledge Extraction
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Miles Hart, Nolan Snyder, Preston Fowler (Author)
Evidence Alignment and Transfer Boundaries in Llm Social Agents And Latent Policy Optimization
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Warren Fowler, Zach Mercer, Abram Benson (Author)
Evidence Alignment and Transfer Boundaries in Llm Extraction Defense And Structured Knowledge Extraction: Let Them Steal Trapping and Enhancing multi-modal Relation Extraction
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Emmett Snyder, Finn Fowler, Grayson Mercer (Author)
Reframing Llm Social Agents And Latent Policy Optimization: Measurement Chains and Validation Design
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Troy Fowler, Wade Mercer, Wyatt Benson (Author)
Evidence Alignment and Transfer Boundaries in 3D Point-Cloud Learning And Road-Scene Geometry: Hierarchical Spatial Mamba Framework and WaveSamba Wavelet Transform SSM
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Alec Norton, Brett Walsh, Bryce Hart (Author)
Evidence Alignment and Transfer Boundaries in Road-Scene Geometry
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Wyatt Norton, Alec Walsh, Brett Hart (Author)
Llm Extraction Defense And Physics-Editable World Models beyond Nominal Performance: Mechanisms, Uncertainty, and Deployment
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Wade Norton, Wyatt Walsh, Alec Hart (Author)
Reframing Road-Scene Geometry: Measurement Chains and Validation Design
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Heath Mercer, Ivan Benson, Jake Norton (Author)
Evidence Alignment and Transfer Boundaries in Controllable Image Editing And Llm Social Agents
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Drew Hart, Elliott Snyder, Felix Fowler (Author)
From Mechanism to Decision in 3D Point-Cloud Learning And Road-Scene Geometry: Cross-Scale Reasoning and Reproducibility
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Mitchell Fowler, Parker Mercer, Reed Benson (Author)
A Boundary-Aware Synthesis of Llm Extraction Defense And Physics-Editable World Models: Robust Evaluation under Distribution Shift
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Russell Norton, Trent Walsh, Warren Hart (Author)
Reframing Controllable Image Editing And Llm Social Agents: Measurement Chains and Validation Design
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Tanner Norton, Troy Walsh, Wade Hart (Author)
Evidence Alignment and Transfer Boundaries in Latent Policy Optimization And Sequential And Multi-Behavior Recommendation
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