docs/README.md

Documentation — OpenJEV E4B 1.0

Experiment 1 whitepaper

OpenJEV E4B: Training a direct-decision readout on Gemma 4 E4B. Experiment 1 method, evaluation, and results.

PDF: OpenJEV_E4B_Experiment_1_Whitepaper.pdf

Source: source/OpenJEV_E4B_Experiment_1_Whitepaper.docx and source/build_whitepaper.js.

The report covers the direct-decision interface, development sequence and promotion rule, the choice-panel evaluation, five standard public tasks, limitations, release records, and reproduction steps. Gemma and OpenJEV 1.0 have complete same-row choice-panel results, including options-only controls and paired comparisons.

Current results are in EXPERIMENT_1_RESULTS.md. Frozen rows, the construction audit, scoring code, and row-level outputs are in ../eval/choice_panel/.

Experimental image and audio input

MULTIMODAL_EXPERIMENTAL.md describes the optional multimodal=True loader path, its smoke test, and its limits.