Question
I have bulk ATAC-seq counts lying around from axolotl organs (sample.swap.atac.q1.tsv.gz). Since the genome is large, I broke down standard AmexG_v6.0-DD chromosomes into smaller chunks (sample.swap.atac.q1.chrom.sizes). I'm not sure, but I suspect there is a sample swap. Can you check if that is the case? If there isn't, respond "None". Else respond with the names of the two cell types that have been swapped in case-sensitive lexicographic order, e.g. "Brain,GallBladder".
- Inferred answer
Cloaca,StomachUniquely inferred from submitted scores.
- Domain
- Single-cell
- Question style
- Metadata Recovery
An answer can be uniquely inferred for 54 of 100 questions from submitted scores. Green: correct · Red: incorrect. For questions without a uniquely determined answer: Blue: matches prediction · Orange: differs from prediction. These are inferred answer checks, not official per-question grades.
Galaxy
12/12 terminal item results
UDT = user-defined tool: custom code executed by Galaxy. Route badges summarize analysis tools, excluding uploads and automatic conversions. How usage is counted.
Codex GPT-5.5
3 replicates
Codex GPT-5.5
Replicate 1
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowATAC swap diagnostics→ATAC chromosome fractions→ATAC marker bigWig compare→ATAC gallbladder pancreas marker compare→ATAC GEO prefix match→1 more tools
- Total tokens
- 2.7M
- Output
- 26.1K
Codex GPT-5.5
Replicate 2
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowATAC count table diagnostics→ATAC internal correlation QC→ATAC source marker validation→ATAC source bigWig proxy comparison→ATAC source bigWig proxy comparison v2→4 more tools
- Total tokens
- 8.9M
- Output
- 38.7K
Codex GPT-5.5
Replicate 3
CorrectUDT + standard tools
AnswerCloaca,Stomach
WorkflowATAC swap diagnostic→UDT render probe command→UDT render probe shell→UDT render probe docshape→Filter Tabular→2 more tools
- Total tokens
- 5.7M
- Output
- 27.2K
Codex GPT-5.6 Sol
3 replicates
Codex GPT-5.6 Sol
Replicate 1
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowGalaxy UDT→probe→Probe→Probe 2→Validate axolotl annotation and chunk coordinates→5 more tools
- Total tokens
- 29.4M
- Output
- 36.0K
Codex GPT-5.6 Sol
Replicate 2
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowInspect Axolotl ArchR reference→Inspect Axolotl ArchR reference raw attributes→Extract Axolotl authoritative accessibility reference→Identify Axolotl ATAC sample swap
- Total tokens
- 3.4M
- Output
- 20.9K
Codex GPT-5.6 Sol
Replicate 3
IncorrectUDT-only
AnswerNone
WorkflowUpload1→Axolotl ATAC swap diagnostic→Axolotl ATAC swap evidence synthesis→Final axolotl ATAC swap answer
- Total tokens
- 7.0M
- Output
- 24.4K
Codex + DeepSeek-v4-pro-0813
3 replicates
Codex + DeepSeek-v4-pro-0813
Replicate 1
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowSample Swap ATAC Analysis
- Total tokens
- 17.6M
- Output
- 76.1K
Codex + DeepSeek-v4-pro-0813
Replicate 2
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowInspect RDS→Inspect RDS Raw→Compare Original Fragments→Compare Original Fragments v2→Compare Original Fragments v3
- Total tokens
- 7.4M
- Output
- 51.3K
Codex + DeepSeek-v4-pro-0813
Replicate 3
CorrectUDT + standard tools
AnswerCloaca,Stomach
WorkflowWc Gnu→Datamash Ops→Summary Statistics1→Select columns→Datamash Transpose→9 more tools
- Total tokens
- 8.5M
- Output
- 81.5K
Codex GPT-5.6 Luna
3 replicates
Codex GPT-5.6 Luna
Replicate 1
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowATAC sample swap diagnostic→Normalized ATAC sample-swap diagnostic→Summarize normalized ATAC diagnostic→Match axolotl ATAC counts to public source fragments→Validate axolotl ATAC sample swap
- Total tokens
- 10.4M
- Output
- 50.5K
Codex GPT-5.6 Luna
Replicate 2
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowAxolotl ATAC sample-swap diagnostic→Axolotl ATAC source metadata match→Galaxy GEO ranged BED probe→Axolotl ATAC GEO source profile match→Axolotl ATAC GEO source profile match v2→3 more tools
- Total tokens
- 23.2M
- Output
- 63.8K
Codex GPT-5.6 Luna
Replicate 3
CorrectUDT-only
AnswerCloaca,Stomach
WorkflowATAC Profile Diagnostic→GTF Schema Inspection→Gene Accessibility Scan→Axolotl Organ Marker Scores→Named Organ Gene Discovery→1 more tools
- Total tokens
- 10.3M
- Output
- 53.1K