Library / First Principles Framework (FPF) - Core Conceptual Specification
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G.10:8.2 - SoTA‑Echoing (post‑2015, for orientation)

  • Research‑object packaging & provenance. Post‑2015 practice increasingly treats “release artefacts” as packages with explicit provenance, versions, and minimal replay pins (e.g., modern research‑object and RO‑Crate‑class approaches). G.10 mirrors the “package‑as‑citation‑surface” idea while keeping semantics governing-definition delegated.
  • Reproducibility regimes in ML/AI. Contemporary reproducibility checklists, artifact evaluation/badging, and benchmark reporting norms motivate: explicit version pins, explicit method disclosure, and separating telemetry summaries from decision criteria unless policy‑promoted.
  • Scholarly KG interoperability. ORKG/OpenAlex‑class ecosystems highlight the need to treat external mappings as interop notes with editions, not as replacement governing spec refs — matching the G.10‑7 and G.10:Ext.InteropCitation stance.