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realmarcinclaude
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Wire BioModels reproducibility paper into Kefir community (#66)
* Wire BioModels reproducibility paper into Kefir community PMID:41343683 (Smith et al. 2025 PLoS Comp Biol, "Verification and reproducible curation of the BioModels repository") is an orphan cache that audited and SED-ML-corrected the 1055 curated mechanistic models in BioModels, including MODEL2204300001 (the kefir community model). Wire as PARTIAL evidence on the BioModels-entry external_resource of BioModels_MODEL2204300001_Kefir_Community_Model to anchor reproducibility/verification of the underlying record. PARTIAL because the paper addresses the BioModels collection as a whole rather than the kefir entry specifically; the 1055-curated-models scope inherits this entry but the audit is not kefir-specific. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Address Copilot review on PR #66 - Snippet/explanation alignment: extend the snippet with a `..` splitter to also include the abstract's verification clause: "we used a wrapper architecture for interpreting SED-ML, and report verification results across five different ODE-based biosimulation engines". Now the snippet substantiates both the SED-ML curation and the cross-engine verification claims that the explanation makes about the kefir BioModels record's reproducibility. - Journal abbreviation fix: "PLoS Comp Biol" -> "PLoS Comput Biol" to match the PubMed cache entry's journal field. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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kb/communities/BioModels_MODEL2204300001_Kefir_Community_Model.yaml

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@@ -279,3 +279,16 @@ external_resources:
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evidence_source: COMPUTATIONAL
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snippet: Metabolic cooperation and spatiotemporal niche partitioning in a kefir microbial community.
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explanation: Supports the kefir community metabolic modeling context for this record.
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- reference: PMID:41343683
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supports: PARTIAL
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evidence_source: COMPUTATIONAL
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snippet: we report here on our work updating, correcting and generating new SED-ML
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files for 1055 curated mechanistic models in BioModels..we used a wrapper architecture
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for interpreting SED-ML, and report verification results across five different
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ODE-based biosimulation engines
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explanation: Smith et al. 2025 PLoS Comput Biol audited the 1055 curated BioModels
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entries (including this one) and updated/created SED-ML files, then verified
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the models across five ODE-based biosimulation engines. Anchors the
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reproducibility/verification of the underlying BioModels record. Partial
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because the paper addresses the BioModels collection as a whole rather than
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this specific kefir entry.

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