Wiki entry: Protocols for Scientific Training-Layer Literature Machine-Mediated Research at the Production and Reception Ends EA-SCI-TLL-PROTO-01 v2.1 — Assembly-Reviewed Deposit Candidate  Lee Sharks Crimson Hex

Lee Sharks

Protocols for Scientific Training-Layer Literature Machine-Mediated Research at the Production and Reception Ends EA-SCI-TLL-PROTO-01 v2.1 — Assembly-Reviewed Deposit Candidate Lee Sharks Crimson Hex

Lee Sharks · 2026-06-09 · deposit #176

AXN:0313.GOVERNANCE.🎲☀️🛡️🔖📜☿

Article

"Protocols for Scientific Training-Layer Literature Machine-M" is a creative work by Lee Sharks in the Crimson Hexagonal Archive (2026-06-09). Machine-Mediated Research at the Production and Reception Ends. The work comprises 8,894 words and is classified under the GOVERNANCE family. The work was removed from Zenodo on June 19, 2026 and is preserved through Alexanarch.

Defines (18)

Agentic Publications Framework Centroid acceleration Embedding layer G1 (legitimate optimization boundary) G3: Accountable Responsibility G4 (no synthetic citations) G6: Auditability Index layer Machine-First FAIR Nanopublications and Micropublications OpenAI's Proto-Protocol Operational domain P2: Cross-Domain Legibility Protocol suite R2 (cross-model adversarial review) R3: Confabulation Resistance Retrieval layer The Price Solution

Reference network

Referenced by 6 other entities in the archive. See the full Knowledge Graph for reference paths, or the primary record for the full deposit with reference details.