| attributes.adaptation IA3 fine-tuning; task-specific regression head Context-only references | AgroNT Figure 3f source table Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 78ec8156c2ffb3e5475277fdb7eb603294224e53 Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.adaptation Source artifact SHA-256: 2a72d3cfd8c0cd5611ef91f0fd5e3e958aec55e2abb58773992b677b3fb9f1ef Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.adaptation IA3 fine-tuning; task-specific regression head Context-only references | AgroNT: published methods and Figure 3 Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Version of record, 2024-07-09; retrieved XML snapshot Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.adaptation Source artifact SHA-256: bcc1ad6d01ce59853d4e81c9d097427d2115c392ee51cf41d06bd4434cf1d378 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.comparison.metric_implementation R² Context-only references | AgroNT Figure 3f source table Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 78ec8156c2ffb3e5475277fdb7eb603294224e53 Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: 2a72d3cfd8c0cd5611ef91f0fd5e3e958aec55e2abb58773992b677b3fb9f1ef Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.comparison.metric_implementation R² Context-only references | AgroNT: published methods and Figure 3 Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Version of record, 2024-07-09; retrieved XML snapshot Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: bcc1ad6d01ce59853d4e81c9d097427d2115c392ee51cf41d06bd4434cf1d378 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.comparison.protocol_id agront-2024-fig3f-task-maize-protoplasts-a-thaliana Context-only references | AgroNT Figure 3f source table Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 78ec8156c2ffb3e5475277fdb7eb603294224e53 Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: 2a72d3cfd8c0cd5611ef91f0fd5e3e958aec55e2abb58773992b677b3fb9f1ef Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.comparison.protocol_id agront-2024-fig3f-task-maize-protoplasts-a-thaliana Context-only references | AgroNT: published methods and Figure 3 Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Version of record, 2024-07-09; retrieved XML snapshot Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: bcc1ad6d01ce59853d4e81c9d097427d2115c392ee51cf41d06bd4434cf1d378 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.origin author_reported Context-only references | AgroNT Figure 3f source table Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 78ec8156c2ffb3e5475277fdb7eb603294224e53 Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.origin Source artifact SHA-256: 2a72d3cfd8c0cd5611ef91f0fd5e3e958aec55e2abb58773992b677b3fb9f1ef Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.origin author_reported Context-only references | AgroNT: published methods and Figure 3 Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Version of record, 2024-07-09; retrieved XML snapshot Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.origin Source artifact SHA-256: bcc1ad6d01ce59853d4e81c9d097427d2115c392ee51cf41d06bd4434cf1d378 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.protocol 170 bp assay sequences; original study train/test datasets, as described in Methods Sec21. R² is scored separately by assay system and sequence class. Fitted model checkpoint, seeds and scored counts are not established here. Context-only references | AgroNT Figure 3f source table Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 78ec8156c2ffb3e5475277fdb7eb603294224e53 Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.protocol Source artifact SHA-256: 2a72d3cfd8c0cd5611ef91f0fd5e3e958aec55e2abb58773992b677b3fb9f1ef Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| attributes.protocol 170 bp assay sequences; original study train/test datasets, as described in Methods Sec21. R² is scored separately by assay system and sequence class. Fitted model checkpoint, seeds and scored counts are not established here. Context-only references | AgroNT: published methods and Figure 3 Original source ↗ Figures/Fig3_panelf.txt, line 2 (data row 1), column R2; Species=A. thaliana; Model=Maize model; Type=AgroNT Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Version of record, 2024-07-09; retrieved XML snapshot Retrieved: 2026-09-23 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.protocol Source artifact SHA-256: bcc1ad6d01ce59853d4e81c9d097427d2115c392ee51cf41d06bd4434cf1d378 Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|