Phase 6 round-6: soften firm-heterogeneity framing, fix DOCX table render
Framing softening (per partner tone decision: own the limitation rather than defend the strong claim). Abstract: "Firm heterogeneity is decisive ... consistent with firm-level template-like reuse" -> "The framework surfaces pronounced firm-level heterogeneity ... consistent with firm-level template-like reuse but not independently diagnostic, since descriptor-only data cannot separate reuse from digitisation-pipeline or signing-style homogeneity within a firm; we report it as a scope limitation rather than a mechanism finding." S V-H Limitations: new bullet "Mechanism attribution for the firm-level heterogeneity is not identifiable from descriptor-only data." enumerates three non-mutually-exclusive firm-level mechanisms (template-like reuse / digitisation-pipeline homogeneity / signing-style homogeneity), notes the (cosine, dHash) descriptor pair is by construction indifferent to which mechanism generated a near-identical pair, and lists what additional data would be needed for attribution. S VI Conclusion items (3) and (4): "firm heterogeneity quantification" -> "firm-level heterogeneity surfaced by the framework ... reported as a framework-discriminative observation rather than a mechanism finding"; item (4) expanded from template/stamp/document-production reuse alone to the three-mechanism scope, with explicit "not independently establishing" and S V-H cross-reference. DOCX export fix (export_v3.py): add missing LaTeX-to-Unicode tokens (\checkmark, \lvert/\rvert, \lVert/\rVert, \in, \notin, \max, \min, \log, \ln, \exp, \bullet) that were silently dropping content from Table III rows 2-4 (integer-jitter robustness check marks empty) and Table XVIII drift column (|Delta| empty). Rebuild Paper_A_IEEE_Access_Draft_v3.docx via export_v3.py and install copy as Paper_A_IEEE_Access_Draft_v4.0_20260515.docx (replaces prior pandoc-built v4 DOCX which had empty cells in every table header with LaTeX math and inconsistent column widths). All 43 tables now have non-empty cells with sub/superscript runs. Mirrored in paper_a_v4_combined.md for consistency with the single-file combined source. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
@@ -153,9 +153,19 @@ LATEX_TOKEN_REPLACEMENTS = [
|
||||
(r"\\leq(?![A-Za-z])", "≤"), (r"\\geq(?![A-Za-z])", "≥"),
|
||||
(r"\\neq(?![A-Za-z])", "≠"), (r"\\approx(?![A-Za-z])", "≈"),
|
||||
(r"\\equiv(?![A-Za-z])", "≡"), (r"\\sim(?![A-Za-z])", "~"),
|
||||
(r"\\in(?![A-Za-z])", "∈"), (r"\\notin(?![A-Za-z])", "∉"),
|
||||
(r"\\to(?![A-Za-z])", "→"), (r"\\rightarrow(?![A-Za-z])", "→"),
|
||||
(r"\\leftarrow(?![A-Za-z])", "←"), (r"\\Rightarrow(?![A-Za-z])", "⇒"),
|
||||
(r"\\Leftarrow(?![A-Za-z])", "⇐"),
|
||||
# Delimiters spelled as commands
|
||||
(r"\\lvert(?![A-Za-z])", "|"), (r"\\rvert(?![A-Za-z])", "|"),
|
||||
(r"\\lVert(?![A-Za-z])", "‖"), (r"\\rVert(?![A-Za-z])", "‖"),
|
||||
# Symbols / operators that linearise to text
|
||||
(r"\\checkmark(?![A-Za-z])", "✓"),
|
||||
(r"\\bullet(?![A-Za-z])", "•"),
|
||||
(r"\\max(?![A-Za-z])", "max"), (r"\\min(?![A-Za-z])", "min"),
|
||||
(r"\\log(?![A-Za-z])", "log"), (r"\\ln(?![A-Za-z])", "ln"),
|
||||
(r"\\exp(?![A-Za-z])", "exp"),
|
||||
# Binary operators
|
||||
(r"\\times(?![A-Za-z])", "×"), (r"\\cdot(?![A-Za-z])", "·"),
|
||||
(r"\\pm(?![A-Za-z])", "±"), (r"\\mp(?![A-Za-z])", "∓"),
|
||||
|
||||
Reference in New Issue
Block a user