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Paper Citation Record · LEDGER

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction

As of 8 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.25518.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.25518 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:14:44.560486Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88e6fe9a-2fd1-4d91-b916-d6e52312a63d · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.411822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8fc922fd-bf06-44c8-9a97-343ba63e57fa · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.415871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.415871Z digest=sha256:a6977d25bf392af7e4c273d4c0e0b1ed79c8e5bf167a6b529cf3a2893100b23b

Observation 3ff423bc-2d33-4b50-a692-cc2759da8883 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 3

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no resolver link, observed 2026-08-01T02:14:44.419260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.419260Z digest=sha256:3b725e08bb9d9bd10795d19f29c11b323cd7d2dee882a93592e2655548ea86c9

Observation 3bc6b8f7-85f5-4276-9e17-bbcb26a6d215 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-01T02:14:44.422419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.422419Z digest=sha256:907a9d08d6d6c296d2e5a388e59757fa74c383b346a49e2851387b2acfaa0ce8

Observation feb86566-61a3-46a4-834f-be414fa1353f · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.425120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.425120Z digest=sha256:3834cbfa37d582f1e92f6685b03a7198478e566ccc0ddccb77022d8835376d7c

Observation 17d95933-4377-4fc1-b65b-41601b1cdb67 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-01T02:14:44.427793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.427793Z digest=sha256:93583cdee8e1aff9081d84ede9ab51890a5b922413981c66e95e1a8a81b3cc53

Observation 9adbdeca-8e22-487c-bfe3-d49846daf254 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.430788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.430788Z digest=sha256:7b086bf7215921c4699d6408fa82b6c7632ab3bddae0ddac909b2123b0aea1eb

Observation 843e5ab4-a12a-4a0e-af58-f8990c5b8c93 · outbound

This paper cites Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.433695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.433695Z digest=sha256:10a841520dacff1023ca01c2e7495ccc1d7a640616f368150bdca6c3290b7cc5

Observation 20099726-5e42-495d-8e30-0cc190704e12 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.436878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.436878Z digest=sha256:f0d590c7ceca5b0259c3fe43c590142d3316a138465eb1d1d44ec3b3e5d68e60

Observation d33f2397-02e8-4e49-a433-8e4fbb4ca592 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 10

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unresolved
no resolver link, observed 2026-08-01T02:14:44.439813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.439813Z digest=sha256:2c3710e15b69b60486a165407c33116553f488134f7bab2d7007407a14aa3071

Observation 090af144-82a9-44c2-ae3e-d36f93a36a7c · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-01T02:14:44.442409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.442409Z digest=sha256:acb502bc751705a613080598c4df8e0a288960290610e6b0c4ed1d017df6a4e6

Observation 18d8af16-ba01-4da9-ac92-395a5553ec7c · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-01T02:14:44.445189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.445189Z digest=sha256:f5cbcb85404008eb06c09a13836f04fbec9798a2d4ce0c625dac428a1201e279

Observation e070bd08-c017-40de-8776-1f81f7e3906a · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 13

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unresolved
no resolver link, observed 2026-08-01T02:14:44.447685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.447685Z digest=sha256:0efa5210bcd5da88da0406cd91995f351f4b41c20974cacf96e0c9a1120bd6d7

Observation 0c4c9ac5-3884-4c69-90af-c8edde8fec4b · outbound

This paper cites Gemma 3 Technical Report.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Gemma 3 Technical Report

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.450324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.450324Z digest=sha256:1669e039300219c47167ba4c49179ac1cae16a33320abe5d4cf9c4af778b2884

Observation c1144a16-35e7-412f-a017-33750935b57d · outbound

This paper cites The Llama 3 Herd of Models.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction The Llama 3 Herd of Models

Reference 15

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unresolved
no resolver link, observed 2026-08-01T02:14:44.453226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.453226Z digest=sha256:96807e3be9a92420fd410de8be422d7fac0996efcbbc25955dbc7d3046692ddb

Observation d7d7a10e-ff7f-4f22-885b-006bc8d35ccb · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 16

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unresolved
no resolver link, observed 2026-08-01T02:14:44.456216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.456216Z digest=sha256:293c46c0eb1c49516c5050f7b6f416ca1bd079d14534597209577fd6daadc809

Observation 224b2019-9f96-4102-95ce-3cf8d6341c3e · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 17

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unresolved
no resolver link, observed 2026-08-01T02:14:44.458677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.458677Z digest=sha256:0a170c983a446c0fe67575c634b37263bbafe5b87d35fd74f0c83aa2d9678d5d

Observation 2f129da5-25b6-4a29-90e5-6f90384b27e1 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 18

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unresolved
no resolver link, observed 2026-08-01T02:14:44.461059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.461059Z digest=sha256:a34bea034fed05166b75893ecdd97f9012d99676a54ff49ed0b8923f9602a5e2

Observation 6c36b92f-63c8-4cbc-957c-3dae07908f1d · outbound

This paper cites Qwen2.5-Coder Technical Report.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Qwen2.5-Coder Technical Report

Reference 19

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unresolved
no resolver link, observed 2026-08-01T02:14:44.463579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.463579Z digest=sha256:1d81d471b0640c30487263e52b6bd80a8af8a6312477d47e76e738d8634bd18a

Observation 09cdeeec-61f2-445e-8428-60b74fe4f36f · outbound

This paper cites Mistral 7B.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Mistral 7B

Reference 20

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no resolver link, observed 2026-08-01T02:14:44.466890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.466890Z digest=sha256:70ffe0d1e78c5609eec6a5f6f22ce4511e374ee1aadffcca096b51766916da39

Observation 9fb1ae28-9a8d-4db0-811c-d6eaa9f59d1c · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-01T02:14:44.469713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3fdf1a2c-8352-441e-bb76-00dc4747dfeb · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-01T02:14:44.472462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 047402a6-4637-47eb-85ba-b66eae9ae62b · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 23

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no resolver link, observed 2026-08-01T02:14:44.475144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.475144Z digest=sha256:860c2fd5889cc5dab97f479550d74b9eb5595cdd25bcbd965c4237f9c8d1983b

Observation d16710e4-a410-4f70-9c34-94e2cde18f1f · outbound

This paper cites PepGB: Facilitating peptide drug discovery via graph neural networks.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction PepGB: Facilitating peptide drug discovery via graph neural networks

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 93567a28-1900-402f-9a46-7e419101ffb4 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-01T02:14:44.480685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.480685Z digest=sha256:b84f4ffe8c50ab5a4683897f01343df68e0e26c889036af3004eadc99b4e2ea4

Observation ce3ded48-b57a-4331-a09b-0f082aad1385 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

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Observation 6d4d7407-efe3-47db-b293-3d40fbeca9fd · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-01T02:14:44.485891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1a174e18-2a39-44fa-87e2-9898fb895582 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-01T02:14:44.488651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.488651Z digest=sha256:3aa396838be8812e90c985a6c689bca51a35668d65f32f8ea871de6b46a0e9c9

Observation 88322cc7-b801-4741-bcfd-300ef82ba94b · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-01T02:14:44.491272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.491272Z digest=sha256:8c4ab045caeee1f345543e3b4e8b79f8cf1cc52d39bb8d70873937e5e2e36e22

Observation 288717f2-783b-48b4-8034-3e7b7725adb1 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-01T02:14:44.493993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 56cc97e0-09e4-47e1-b225-a44854bf6a18 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-01T02:14:44.496847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 103de79a-c201-4f6f-8068-a57b552d47c9 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 32

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unresolved
no resolver link, observed 2026-08-01T02:14:44.499627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 97206ffa-bf80-4b5b-94c1-36a559a657bb · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 33

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unresolved
no resolver link, observed 2026-08-01T02:14:44.502639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.502639Z digest=sha256:f087c0ec0f86264b1dc500d9e7304dcdb4661ff2504443aa0cfbbe5787f9efa3

Observation 6fcf78e2-1e06-488b-8f3d-f26e270793bf · outbound

This paper cites Qwen2.5 Technical Report.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Qwen2.5 Technical Report

Reference 34

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unresolved
no resolver link, observed 2026-08-01T02:14:44.505564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 885e9071-0006-4155-a9b0-7faff3ede663 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-01T02:14:44.508386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2d0e05d3-dd49-49dd-9274-99cb33b50454 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-01T02:14:44.511350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.511350Z digest=sha256:9649ff9e6f1feade73923db8d910ff4d86d5a53c58f7cc277552a2619f01078c

Observation f0499b71-1914-4848-9b36-482a2298b730 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-01T02:14:44.514077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.514077Z digest=sha256:d0b3e0a016454e7082e373333405790410c56cb94caf711990e6a2b12d75e7f7

Observation 31701ade-61cb-4f52-b1f4-379d28035dad · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 38

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unresolved
no resolver link, observed 2026-08-01T02:14:44.516759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1df20ea2-d5ab-446a-b7be-5fcd3e8a6e59 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ca2e84cb-a39f-4926-8375-0f8ca280d257 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 40

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.521739Z digest=sha256:ca79a681c1d844e7e1eb0e608249f4498fd600e1772efeed02bbc9b220e22314

Observation 60bd8438-49d1-42a7-a5bd-e94b26ba6abf · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.524218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.524218Z digest=sha256:153b569302739885837512b63af34926d0efca8a380b714c8c1a9be84adf6002

Observation a42fa979-bf41-4a45-baa0-ff664c966aaa · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.526740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.526740Z digest=sha256:0ae085484532b1cd5de2f69846a3ae2aaa23504bb6740f2096471fd0761b8b16

Observation a9d96da3-adcc-4405-9d1f-ddc61958cef6 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 43

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.529251Z digest=sha256:81ec4f18bbf909c3ee34d894fe3298fb4f83782e177482a6c8a7db2e7d5ab1d3

Observation 2dfe9c6b-b051-4c53-b364-ce12c828a109 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.531811Z digest=sha256:90a864306a42bdeb78c21c44c931c751c6a5acdb4a890bf656a3f4e4bd9ff23d

Observation 3518fcbd-aaeb-4165-bc7f-e069de8bdfc4 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 45

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.534326Z digest=sha256:e81dc0f07e42bfb6870529fa4b8ff68f89671149756117cc48fd39ab4e9631c6

Observation 994f027e-de2e-4fa1-9823-ca1c1c67c5ca · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.536593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.536593Z digest=sha256:950c0150de193d3014adff7b1aad2b24f6627a3f68bf549afc76c8e173f0d7cf

Observation 4b358c4b-d25a-4eb3-982b-bfbdc4d3eb7a · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.538835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.538835Z digest=sha256:fef9065e844eb8d59d3c6dc8c3ca51a26f754cfcd7c5ee5812bd94119b5e2204

Observation 8fb4015e-a2ca-4035-9200-6c8fcd9b6f64 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.541155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.541155Z digest=sha256:6b3ff056491bf03e653bf0462cc13f7cf7c466d7aeae34ceeb73b17fe91d28d9

Observation 91257132-9746-477e-a345-c60c5a76ecab · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 49

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unresolved
no resolver link, observed 2026-08-01T02:14:44.543482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.543482Z digest=sha256:55fad7e5f9a96db14e7f36068c702fcd36a194ef0dbf7e766973f93b70471e43

Observation 0adf2d71-b708-4d44-ad66-eb009e4d24d7 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 50

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unresolved
no resolver link, observed 2026-08-01T02:14:44.545834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.545834Z digest=sha256:7b6bc3dccaf686e1812c19da2d08253e455379be5dbe6eebf665dbdd9d341f78

Observation 4fbc9671-d4b9-4135-b83e-2750e6d10c23 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.548273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.548273Z digest=sha256:1c43f8c07ab2ccc76315c60b79403fc044e548e545d2165b7eaf219e5d603dce

Observation 08d6a4d8-0a79-44e2-b7c3-3a34a0096dc7 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 52

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unresolved
no resolver link, observed 2026-08-01T02:14:44.550946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.550946Z digest=sha256:fed541a44a5c2129f4355c3d051fd545e8e9f43fbd51ec69fd2ce41681a965c5

Observation 826b4a12-7954-4890-a325-0b58563a3f95 · outbound

This paper cites Qwen3 Technical Report.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Qwen3 Technical Report

Reference 53

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no resolver link, observed 2026-08-01T02:14:44.553187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.553187Z digest=sha256:276937cca6036b0f215b4158671aeedd8cd61600a126dd6c17a32adecc5bd7df

Observation 6891eadd-eb93-4a09-a91f-c78351f7f3f9 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.555907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.555907Z digest=sha256:dabc2b3a86ec5b59c9e68e5546334a2566c6b996d1cbe3492f4da2a84c16c608

Observation 232469cd-66d5-4a57-8c1a-108fc891ec75 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.558217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.558217Z digest=sha256:3692c49d8bda82f41e9d23ab626fd6b4d991089579c74f119a932f4bb2bdf622

Observation 4473bdb6-c7b2-4c83-afa7-4adedbb81d30 · outbound

This paper cites an unresolved cited work.

AMPBench-MT: A Homology-Controlled Benchmark for Antimicrobial Peptide Potency, Spectrum, and Safety Prediction Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-01T02:14:44.560486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:14:44.560486Z digest=sha256:db461a1981a8c959754f4c09dd60b8c6f273001117db8be30c5bae62891455f3

Pith citing papers

No inbound Pith citation observations are available.