From 898b52edcb47bcb3e9d6106e74ca73e74ea01e70 Mon Sep 17 00:00:00 2001
From: sillylaird <sillyfanboy@gmail.com>
Date: Thu, 3 Sep 2026 00:33:59 +0000
Subject: import live www.sillylaird.ca webroot

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+# Results Report Structure
+
+## 1. Executive Summary
+Answer:
+- what was tested,
+- what the highest-confidence conclusion is,
+- what decision this changes.
+
+## 2. Experiment Identity and Decision Context
+Answer:
+- which experiment line this belongs to,
+- why this round was run,
+- what prior uncertainty or decision it was meant to resolve.
+
+## 3. Setup and Evaluation Protocol
+Answer:
+- datasets / subjects / splits,
+- methods compared,
+- primary metrics,
+- repeated-run structure,
+- any deviations from prior protocol.
+
+## 4. Main Findings
+Answer:
+- what changed most,
+- which comparison matters most,
+- where the largest gains or failures appear.
+
+## 5. Statistical Validation
+Answer:
+- what evidence supports the major claims,
+- what tests were used,
+- where the evidence is weak.
+
+## 6. Figure-by-Figure Interpretation
+For each main figure:
+- why it is shown,
+- what to notice,
+- what is supported,
+- what remains uncertain.
+
+## 7. Failure Cases / Negative Results / Limitations
+Answer:
+- what did not work,
+- what instability appeared,
+- what limits the current conclusion.
+
+## 8. What Changed Our Belief
+Answer:
+- which prior hypothesis is strengthened,
+- weakened,
+- or still unresolved.
+
+## 9. Next Actions
+Answer:
+- stop / continue / ablate / scale / write.
+
+## 10. Artifact and Reproducibility Index
+List:
+- source artifacts,
+- figure paths,
+- scripts/logs,
+- linked Obsidian notes.
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