Commit 7933177
* Add legal full-text access ladder (Unpaywall/CORE/author-request) for #183
scripts/fulltext_access.py: given a PMID/DOI, tries in order of legality+cost —
Europe PMC OA (fullTextXML) -> Unpaywall best OA location (free) -> CORE (needs
$CORE_API_KEY, free for public-research orgs) -> and if none, prints an
author-request email draft. No gray-area sources (Sci-Hub excluded by design).
Verified: OA paper -> europepmc_oa URL; closed-access paper -> NO_LEGAL_OA +
author-request draft.
Wires into the add-growth-conditions skill workflow (step 3) so closed-access
records (the #183 residual) get a legal access attempt + a ready author-request
instead of just "paywalled, skip". Directly informed by the deep-research report
on nonprofit OA access.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* Run full-text access ladder over the #183 residual + CrossRef author fallback
Ran scripts/fulltext_access.py over the 52 records lacking growth conditions:
- 30/52 have a legal OA copy — 17 NEWLY accessible via Unpaywall (green/gold OA
the earlier Europe-PMC-only sweep never checked), 13 already-seen europepmc_oa
(natural/endosymbiont/computational — no cultivation conditions to gain).
- 22 have no legal OA -> author-request email drafts in reports/author_requests/.
Summary + lists in reports/fulltext_access_183.md.
Also: add a CrossRef title/author fallback to the author-request draft so DOI-only
records not in Europe PMC (e.g. older or in-press DOIs) still get a populated,
send-ready request instead of an empty template.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* Enrich 6 records from OA copies recovered via the access ladder (#183)
Applied the access ladder to the 9 cultivable records among the 17 Unpaywall
hits; 6 gained real growth conditions from OA full text the earlier
Europe-PMC-only sweep had missed:
- 000144 Altered Schaedler Flora — BHI/Schaedler's+serum, anaerobic, gnotobiotic (OUP PDF)
- 000147 Trichodesmium/Alteromonas — YBC-II seawater, 26C, 14:10 light (PMC mirror)
- 000098 Watermelon SynCom8 — NB medium, 37C, 170 rpm, greenhouse pots (BMC PDF)
- 000139 Aalborg EBPR — wastewater sludge + CONTINUOUS BioDenipho plant (OUP mirror)
- 000043 Maize root — 1/2 MS agar gnotobiotic, 30C, pH 6.0, 16:8 light (PMC mirror)
- 000075 Trichoderma lactate — Mandels medium + FED_BATCH membrane bioreactor (EPFL PDF)
All source-backed with verbatim evidence snippets; validate + validate-terms pass.
3 no-change (278/284/292): Unpaywall "OA" was a false positive (DOI resolver /
repository metadata page, not real full text).
Also harden try_unpaywall: reject a best_oa_location that is just the doi.org
resolver (Unpaywall marks some Elsevier bronze/hybrid records is_oa but the
location redirects to the paywall) — verified it now returns NO_LEGAL_OA for
those instead of a false ACCESS.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* Deep legal access sweep + author-request package for the 22 paywalled residuals
scripts/access_sweep.py — goes one layer past the per-record ladder for the
NO_LEGAL_OA residuals: queries OpenAlex (ALL oa locations, not just Unpaywall's
single best_oa_location) + the bioRxiv/medRxiv API (catches 2025+ 10.64898-prefix
preprints OpenAlex still lags on) + CORE when $CORE_API_KEY is set. Emits
reports/missing_pdfs.md: recovered OA URLs where any exist, else the publisher
landing URL as a last-resort pointer for a curator with institutional access.
Result: 1/22 recovered (000281 bioRxiv preprint — OA but Cloudflare-gated to
bots), 21/22 genuinely paywalled with landing URLs listed. Sci-Hub and other
gray-area mirrors deliberately excluded (sibling CultureMech gates them off too).
scripts/author_request_index.py — consolidates the 22 author-request drafts into
reports/author_requests_index.md with resolved title/journal/likely-corresponding
author/landing URL. Corresponding-author emails are NOT machine-resolvable (they
live only in the paywalled full text; CrossRef/EPMC don't expose them), so the
package is built for a human to open each landing URL, grab the email, and send.
Nothing is sent by this script.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* Enrich 000281 (Infant-gut Prebiotic-response SynCom) from bioRxiv OA full text
The access sweep recovered this record's source as an OA bioRxiv preprint
(doi:10.64898/2026.05.29.728681); added a growth_media block from the Methods:
- eGAM (enhanced Gifu Anaerobic Medium) for routine culturing, adjusted M9
minimal medium for metabolic labelling; 37 C; anaerobic (5% CO2, 5% H2, N2
balance) in a Coy anaerobic vinyl chamber; 48 h strain cultures pooled into
the six-member SynCom (P. vulgatus, B. breve, B. infantis, E. coli,
L. gasseri, R. gnavus), abundance-equalised to OD 0.2 at 5 h.
Three verbatim IN_VITRO evidence snippets. Schema + terms validation pass.
Clears the one open item from reports/missing_pdfs.md (the sole OA-recovered
residual); the remaining 21 stay genuinely paywalled.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* Add undefined-communities tracking log (excluded from KB, logged separately)
Policy: kb/communities/ holds only defined communities. Undefined ones
(donor-derived faecal/environmental inocula, enrichments, unresolved consortia)
are not added to the resource but tracked in reports/undefined_communities.md so
the observation + cultivation conditions are preserved.
First entry: the donor-derived infant faecal fermentation from the 000281 paper
(Cryptobiotix bioreactors, M0017 medium, 5 g/L prebiotics, 37 C / 24 h anaerobic)
— the undefined backdrop to the defined SynCom already curated as 000281.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
1 parent 51449bb commit 7933177
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