Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T13:00:45.071926Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2607.06224.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-08T13:00:45.071926Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0bca76bf-2146-436f-be51-f6244f724a2d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Heterogeneous Graph Transformer
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c06346e6-4b6a-4a82-aa01-68c06042d392 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Bioinformatics Advances , author =
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3cb5a10f-02db-4839-bbd2-097d4d1d87b9 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Enhancing link prediction in biomedical knowledge graphs with
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24d56b9f-3f21-491e-b9c8-1d24effaaced · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering doi:10.64898/2026.02.20.707076 , abstract =
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 196c5764-5a65-4738-8ea6-c9bee13bd68d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering National Science Review , author =
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b1123638-6fbb-4726-97ac-9004e96b705b · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering doi:10.1038/s41591-024-03233-x (2024)
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0bd84ce2-894a-4acb-b6d5-8d5fd3557f36 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Improving
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3606f8cb-c7f6-4aac-9532-654479a37d4a · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Proceedings of the AAAI Conference on Artificial Intelligence , author =
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 81d12d2b-ce1a-4231-8cab-e2f64a2ee341 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering ACS Synthetic Biology , author =
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7ad0a6ec-f2f9-4127-b2c8-a065b8243dd2 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7daefc65-307a-4af4-9a0b-cb968a206a62 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering A machine learning
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 90123706-70c4-4aad-8e72-30a9520f19f8 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering https://doi.org/10.1016/j.csbj.2023.03.045
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d8739c29-62c9-4bb6-83d3-de38e0ac0f0e · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Cell , author =
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 36d51804-f23d-4c05-bb86-cf88021b769f · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering perturbation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 11e91408-711c-48ae-8044-fb1befa5b627 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d562a258-db19-4a4f-9159-cabf81d7d26e · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Gene Ontology: tool for the unification of biology
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d8215468-41af-4cec-81b7-3beb5fa8fbcc · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Building a knowledge graph to enable precision medicine.Scientific Data, 10(1):67
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 013e3e72-4d45-4814-8add-e5352d5cd203 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Metabolic Engineering , author =
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e9821a8e-6227-43a3-8632-b502a21fb70d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Bioinformatics , author =
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 06e3b392-4647-4a07-b35d-bc37c85752ca · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Graph Neural Networks with Learnable Structural and Positional Representations
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 60221c7a-a441-42c9-9bc1-7e37fa827876 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering , month = mar, year =
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d56cb86c-9e53-4290-8558-4a223680eeb9 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering and Riley, Patrick F
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b9846cc-b08f-49b5-830e-fedd5d9ffe6d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering 2024 , pages =
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0dbc23a6-936e-4819-a37a-3fa60474720a · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Systematic integration of biomedical knowledge prioritizes drugs for repurposing
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 15fc1da8-0436-4100-9966-bed60ad7d96f · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Strategies for Pre-training Graph Neural Networks
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f0701114-6cd4-476c-bd44-3cfbc6bec84a · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering , month = jan, year =
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d2ed23db-d019-40d6-b0a0-eb0ea1cfcc87 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d225aea4-af2e-4e9f-89cf-09cdba70552c · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Single-cell biological network inference using a heterogeneous graph transformer , volume =
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5dfbde0-c0e4-4b13-88c8-12421b4cedee · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Sign and Basis Invariant Networks for Spectral Graph Representation Learning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation da68ffa5-32fe-40ea-b835-d1720a0af65d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Lin, et al., Evolutionary-scale prediction of atomic-level protein struc- ture with a language model, Science 379 (6637) (2023) 1123–1130
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e2f51f26-3ff3-4142-8884-ec7e4fe4080f · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Graph Foundation Models: A Comprehensive Survey
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cdbf4115-5e23-4f8c-86fc-3b698ff5c29f · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Democratising Knowledge Representation with BioCypher
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5afbd7d4-9ab8-4d38-be09-b0a24fc12ea5 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Position: Graph Foundation Models are Already Here
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a9e50453-b71d-426e-830e-79a529c280d9 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering 2024 , keywords =
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10eafd97-0a3c-4bd0-ba7b-b4af31ddd16d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Nucleic Acids Research , volume =
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0581d76e-2037-4817-b428-6516d019a118 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering A., Butte, A
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f199224c-6cc7-4f3b-ae53-de8364f74b7d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering arXiv.org , author =
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f6edf2d-1c62-412b-9d91-c72dd6da816b · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Representation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5c25cf21-d35a-4476-8d97-ce7273ae29ed · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Durrant and Brian Kang and Dhruva Katrekar and David B
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2cdbb0a4-acaf-4826-8952-b33f5b79196c · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering G., Ku, J., Poli, M., Brockman, G., Chang, D., Gonzalez, G
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4ce3949d-6b24-4367-8d30-1d60200e43b0 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Sofroniew, Deniz Oktay, Zeming Lin, Robert Verkuil, Vincent Q
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d2580f31-8841-426a-a8d0-269ee3a484c8 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering doi:10.1101/2023.10.01.560349 , abstract =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3ffb2f24-d70f-40d5-bdb7-7439e621ce7d · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering J., Bambrick, J., Bodenstein, S
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d7b04f1c-50e5-4e09-a243-0e943269850b · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Buenrostro, Nir Yosef, Carolina Caldas, Rui Sun, and Bing He
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 80d0a335-c50b-4368-af4e-5a3bb69d99db · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Leon Hetzel, Simon Böhm, Niki Kilbertus, Stephan Günnemann, Mohammad Lotfollahi, and Fabian Theis
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e2ffcb53-658c-4c80-b5eb-b795a80c6bc6 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Flow matching meets biology and life science: a survey , volume =
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 824f0cd7-3b7c-4a2d-b860-92f561570126 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering and Kim, Donghyo and Kalvet, Indrek and Kipnis, Yakov and Coventry, Brian and Altae-Tran, Han Raut and Bauer, Magnus S
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 08c1749c-afd0-4496-9180-967a54d5a7f4 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Augmenting large language models with chemistry tools
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f93a8084-93cb-4bec-a8e5-0f50ba601a36 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Autonomous chemical research with large language models
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41d8c754-6457-49e8-b189-601a1d45f463 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Proceedings of the 2023
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 83eaf2a5-769b-4427-b241-b8a3f4933110 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering and Lee, Andrew H
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f68b691-fa8a-4342-aecd-e7669bc62a8f · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering and Leskovec, Jure and Coley, Connor W
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e60e7bb-a9ac-46cf-ae7b-285a66cab339 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering A database of over 15.000 strain design publications reveals a conserved set of metabolic engineering targets across microbial hosts and products , copyright =
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41c875ef-7df5-4ab9-b8e9-24929ae3a7b6 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Biotechnology and Bioengineering , author =
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8ed9dea2-4ab0-48ea-9234-cbcb5f938d9a · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering 2022 , pages =
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 91e22a6d-5af9-43c9-a3a1-231b6064db99 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Akiba, S
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0755d935-eb1f-4b0e-9760-812da6f48390 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Fast Graph Representation Learning with PyTorch Geometric
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3a80fa78-1446-46d5-9fab-34f7e09dd41f · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering KEGG: Kyoto Encyclopedia of Genes and Genomes
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d8371dd7-1d0e-4f70-bfd7-9af4b8918346 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering 2015 , keywords =
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3cb5b832-cf11-4586-a48d-8038e87606d4 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering https://doi.org/10.1093/nar/gkac1052
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 619fd9d9-189f-4958-8e83-b367a00f8090 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering 2023 , pages =
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 723b2ab7-1820-44cb-8c44-a3be93e6ed97 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Brown, Vichet Hem, Kenneth S
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 55e19b0d-8aca-4b8a-8f6d-d0344c6f8e52 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering URL https://pmc.ncbi.nlm.nih.gov/articles/ PMC7408187/
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ce3afb3a-78cc-4e8c-a160-c0df4190444c · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering and Deng, Kai and Deutsch, Samuel and Baidoo, Edward E
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8ac870c7-f888-4104-aef5-193a043b7db6 · outbound
Canopy: A Heterograph Foundation Model for Metabolic Engineering Nature Communications , author =
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
No inbound Pith citation observations are available.