Framework specification · PDF · 3 pages
The Sensory Regulation Framework
A concise overview of structural criteria for audiovisual media: sensory demand, regulatory capacity, and measurable content features.
Research / 03
The thinking behind the little things.
Open methods, working ideas, and technical documentation for a more intentional approach to children’s media.
Reading library
Working papers & notes.
Downloadable project summaries for discussion. These are not peer-reviewed publications or externally hosted preprints.
Download PDF
Methodology abstract · PDF · 2 pages
Calming Index: Methodology Abstract
An outline of the deterministic scoring model, feature normalization, empirically initialized weights, and current limitations.
Research working paper · PDF · 2 pages
Sensory Quality Engineering
A research summary exploring computational quality criteria for calmer children’s media and the path toward broader validation.
The full methods live in the open.
Read the model specification, sample feature vectors, ablation results, and source code in the public repository.