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Rfam12.3–14.10 (RNA secondary structure): links:evaluates_task:reported-task-dc82fcbfb44935

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Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
attributes.field links:evaluates_task:reported-task-dc82fcbfb44935 Context-only references	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.source_locator Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Context-only references	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.value reported-task-dc82fcbfb44935 Context-only references	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.value` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
description Source-backed metadata or reviewed relationship. Context-only references	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Relationship: subject paper-protocol-4c3af10c18f615709d Context-only references	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:paper-protocol-4c3af10c18f615709d` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
name Rfam12.3–14.10 (RNA secondary structure): links:evaluates_task:reported-task-dc82fcbfb44935 Context-only references	Deep generalizable prediction of RNA secondary structure via base pair motif energy Original source ↗ Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF Version: version of record Retrieved: 2026-09-16T10:41:16.502000+00:00	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `976218bd172998a1a6e7ed1609ecb8cb2ee380fb48a8dc7b25bc05ea8b0a49af` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Release 2026-09-17-d277315f7d76 · Record review: source checked

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Deep generalizable prediction of RNA secondary structure via base pair motif energy · Original source · version of record

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Stable ID: paper-claim-68edd9d3431250a26a

field: links:evaluates_task:reported-task-dc82fcbfb44935
value: reported-task-dc82fcbfb44935
source locator: Family-wise evaluation of three DL methods (BPfold, SPOT-RNA, and MXfold2), three shallow learning methods (ContextFold, CONTRAfold, and EternaFold) and non-learning methods (LinearFold, RNAfold, SimFold, and RNAstructure) on Rfam12.3–14.10 ( n = 10,791 RNAs) and PDB ( n = 116 RNAs) datasets; Table 2 (Tab2), row 3 BPfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 4 SPOT-RNA, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 5 MXfold2, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 6 ContextFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 7 CONTRAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 8 EternaFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 9 LinearFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 10 RNAfold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 11 SimFold, column 2: Rfam12.3–14.10 INF; Table 2 (Tab2), row 12 RNAstructure, column 2: Rfam12.3–14.10 INF
review: method: automated_source_review; date: 2026-09-17

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subject: Rfam12.3–14.10 (RNA secondary structure)

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