ECC Research Atlas Dashboard

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Source: 07_visualization/concept_evidence_coverage_report.md open raw

Concept Evidence Coverage Report

Book-anchor note: The primary Atlas anchor is the Victor C. Li 2019 book. The foundational-paper claim-evidence matrix summarized here is the supporting / verification layer beneath the book anchor; it verifies and deepens the book-anchored Atlas claims rather than serving as the primary evidence base.

Derived from 07_visualization/foundational_papers_claim_evidence_matrix.csv (70 data rows, 13/13 foundational papers, 15 distinct Atlas nodes).

Source scope: only the 13 foundational papers preserved under 00_sources/foundational_papers/. Non-foundational seed / book / handbook evidence is not counted here.

1. Row counts by Atlas node

Atlas node Atlas file Rows
strain_hardening_criteria 02_concepts/strain_hardening_criteria.md 12
fiber_bridging_law 02_concepts/fiber_bridging_law.md 9
flaw_design 02_concepts/flaw_design.md 8
micromechanics_based_design 02_concepts/micromechanics_based_design.md 6
direct_tensile_test 05_experiments/direct_tensile_test.md 6
interface_properties 02_concepts/interface_properties.md 6
fiber_dispersion 02_concepts/fiber_dispersion.md 5
processing_rheology 02_concepts/processing_rheology.md 5
distributed_microcracking 02_concepts/distributed_microcracking.md 4
surface_treatment 02_concepts/surface_treatment.md 3
crack_width_distribution 05_experiments/crack_width_distribution.md 2
pseudo_strain_hardening_index 02_concepts/strain_hardening_criteria.md 1
two_way_debonding 02_concepts/two_way_debonding.md 1
matrix_micro_spalling 02_concepts/matrix_micro_spalling.md 1
cook_gordon_effect 02_concepts/cook_gordon_effect.md 1

Total data rows: 70.

2. Strongest evidence-backed nodes

Nodes with the widest paper coverage across the 13-paper set:

3. Weak / under-evidenced nodes

Nodes appearing in the matrix but backed by only one foundational paper each:

These four nodes are single-paper concepts inside the foundational set. Their claims are traceable to a specific author, but they lack independent cross-paper corroboration inside the current 13-paper scope.

Additionally:

4. Nodes carried by seed / book evidence but with little foundational-paper evidence

Concept files present in 02_concepts/ and 05_experiments/ that do not appear (or barely appear) in this 13-paper matrix, meaning they are currently supported mainly by seed notes, book/handbook citations, or general narrative rather than by the foundational-paper set:

5. Verification-status snapshot

All rows are grounded in the source notes; none rely on invented figure/page/equation numbers. Where an exact figure or page is not directly transcribed in the source note, the row is flagged needs_figure_table_verification or needs_page_verification.

6. Recommendations for next evidence upgrade

Priority 1 — cross-corroborate single-paper concepts

Priority 2 — deepen thin experimental concepts

Priority 3 — bibliographic verification

Priority 4 — figure/page verification against the extracted PDF text

Priority 5 — Atlas-graph promotion