# Source Metadata Top 30 Hardening Plan

Date: 2026-06-07

Ranking basis: Top 30 rows by sum(abs(active bayes_factors.log10BF)); dependency-adjusted row-level contribution is not currently exposed as a direct per-row export.

## Counts

| metric | before | after |
| --- | --- | --- |
| source records | 1046 | 1046 |
| sources with title | 220 | 220 |
| sources with URL | 20 | 20 |
| sources with author | 35 | 35 |
| sources with year | 26 | 26 |
| sources with publisher | 24 | 24 |
| evidence citation entries | 1232 | 1232 |
| raw string citations | 978 | 978 |
| structured citation objects | 254 | 254 |
| structured citations with source_role | 67 | 67 |

## Top 30 Rows

| evidence_id | title | abs active BF | citations | raw | structured | missing fields | priority |
| --- | --- | --- | --- | --- | --- | --- | --- |
| EV-ERC-1COR15 | Early Resurrection Creed (1 Cor 15:3-7) | 2.25 | 10 | 0 | 10 | author, page_or_section, publisher_or_journal, url_or_doi_or_isbn, year | high |
| E-FINETUNE-PHYSICAL-CONSTANTS-LAWS | Fine-tuning of physical constants and laws for life | 0.7 | 4 | 4 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-OOL | Origin of life information hurdle | 0.5 | 4 | 4 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-HIST-EXT-ATTEST | Non-Christian Writers on Jesus and the Early Movement | 0.48 | 8 | 8 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-COSMO-BEGINNING-LOW-ENTROPY | Cosmic beginning and low-entropy initial condition | 0.45 | 4 | 4 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-LOW-ENTROPY-PAST | Low-entropy past (arrow of time) | 0.45 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-MESSIAH-ND-4 | Historical non-fulfillment claims (temple, peace, ingathering) | 0.42 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-CC-SMALLNESS | The smallness of the cosmological constant | 0.4 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-HIST-EMPTY-TOMB-WOMEN-WITNESSES | Empty Tomb / Women Witnesses — Reports of women discovering the empty tomb | 0.36 | 10 | 10 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-HOYLE-RESONANCE-C12 | Hoyle resonance in carbon-12 (triple-alpha) | 0.35 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-PROPHET-ONLY-SYNOPTIC-RESTRAINT | Synoptic restraint passages used in non-divine readings | 0.33 | 3 | 3 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-ALT-HALL-2 | Hallucination + Cognitive Dissonance as an Alternative | 0.3 | 5 | 5 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-BURIAL-JOSEPH | Burial by Joseph of Arimathea — named, falsifiable context in Jerusalem | 0.28 | 2 | 0 | 2 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, url_or_doi_or_isbn, year | medium |
| E-CONVERGENCE-EVO | Convergent evolution — attractor landscapes and repeated solutions | 0.27 | 5 | 5 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-DEF-EVIL-HORRENDOUS-SUFFERING | Horrendous suffering and the goodness of God | 0.27 | 7 | 0 | 7 | author, page_or_section, publisher_or_journal, url_or_doi_or_isbn, year | medium |
| E-DEF-HIDDENNESS-NONRESISTANT-NONBELIEF | Divine hiddenness and nonresistant nonbelief | 0.27 | 6 | 0 | 6 | author, page_or_section, publisher_or_journal, url_or_doi_or_isbn, year | medium |
| E-BARYON-PHOTON-RATIO | Baryon-to-photon ratio (η) life-permitting band | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-EAAN-PLANTINGA | Evolutionary Argument Against Naturalism (EAAN) | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-FINE-STRUCTURE-ALPHA | Fine-structure constant (α) sensitivity | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-OT-DISTRIBUTED-REVELATION | Distributed revelation across centuries & authors | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-OXYGEN-CARBON-RATIO | Oxygen-to-carbon ratio sensitivity | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-SEMANTIC-FUNCTIONAL-INFO | Semantic information and function in biology | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-STRONG-CP-THETA | Strong CP problem: tiny θ in QCD | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-TELEO-BIO-CONSTRAINTS | Teleology-like constraints in biology | 0.25 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-GOD-RELATIONAL | Personal God — mind, will, and covenantal relation | 0.24 | 5 | 2 | 3 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | low |
| E-HIST-PHIL2-HYMN | Philippians 2:6-11 - pre-Pauline Christ hymn | 0.23 | 8 | 8 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | high |
| E-BIO-CONTROL-TELEONOMY | Control theory and teleonomy in living systems | 0.23 | 4 | 4 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-PROPHET-ONLY-EBIONITE-UNITARY-PRECEDENT | Early adoptionist/Unitary communities (Ebionites) as precedent | 0.23 | 3 | 3 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| EV-ISA-53 | Isaiah 53 — The Suffering Servant | 0.22 | 7 | 3 | 4 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | medium |
| E-STRICT-UNITY-NONTRINITARIAN-ANCHOR | Simplicity of divine unity (no Trinity) | 0.21 | 2 | 2 | 0 | author, claim_supported, page_or_section, publisher_or_journal, source_posture, source_role, title, url_or_doi_or_isbn, year | low |

## Status

This pass applies structured citation metadata only where low-risk and obvious. The remaining top-30 rows should be hardened in smaller source-reviewed batches.
