Evidence claim
Relevance of AssayBench-Loop adaptive hit discovery: 10 rounds of 100 genes on 20 held-out CRISPR screens to "Select perturbations for a defined cellular response"
- Use case
- Select perturbations for a defined cellular response
- Assessed by
- AssayBench-Loop adaptive hit discovery: 10 rounds of 100 genes on 20 held-out CRISPR screens
- Relevance
- Proxy evidence
- Endpoint
- Hit enrichment factor over the random expectation, fraction of each screen's hits found, normalised cumulative-hit AUC, shortfall and share of common-essential hits after 10 rounds of 100 genes, mean over 20 genome-wide CRISPR screens published after 2021, for 53 configurations: one random draw, a prior-hit baseline, Screen-kNN, random forests, third-party adaptive design methods (BPMF, MAML, BioBO, Probability-of-Hit, Transformer + DAgger), language models used directly with and without hit labels, agent harnesses, and the authors' AssayFormer, AssayLLM and AssayLoop handoffs
The closest stored evidence to the use case's comparison question: every policy picks from the same gene pool for the same screens at the same 1,000-gene budget and is scored on hits found against a random policy on those screens. Proxy, because the screens are replayed with historical labels, a hit is each screen's own significance call, and the test screens were chosen with a performance floor for the best language model.
53 reviewed evaluations
- AssayFormer (BPMF embeddings, supervised then GRPO) on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, BPMF embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, BPMF embeddings, supervised only, no screen description on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, BPMF embeddings, GRPO with terminal-EF reward on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, GenePT-PCA embeddings, supervised then GRPO on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, GenePT-PCA embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, K562-PCA embeddings, supervised then GRPO on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, K562-PCA embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, MF embeddings, supervised then GRPO on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, MF embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, MF-Sphere embeddings, supervised then GRPO on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, MF-Sphere embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, BPMF embeddings, GRPO, no screen description on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, random embeddings, supervised then GRPO on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, random embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, SVD embeddings, supervised then GRPO on AssayBench-Loop test (Edwards et al. 2026)
- AssayFormer, SVD embeddings, supervised only on AssayBench-Loop test (Edwards et al. 2026)
- AssayLLM (Qwen3.6-27B after SFT and GRPO) on AssayBench-Loop test (Edwards et al. 2026)
- AssayLoop: AssayLLM to AssayFormer on AssayBench-Loop test (Edwards et al. 2026)
- AssayLoop: Handoff-trained AssayLLM to AssayFormer on AssayBench-Loop test (Edwards et al. 2026)
- AssayLoop: Gemini-3.1-Pro to AssayFormer on AssayBench-Loop test (Edwards et al. 2026)
- AssayLoop: GLM-5.1 to AssayFormer on AssayBench-Loop test (Edwards et al. 2026)
- AssayLoop: GPT-5.5 to AssayFormer on AssayBench-Loop test (Edwards et al. 2026)
- AssayLoop: GPT-5.6 Sol to AssayFormer on AssayBench-Loop test (Edwards et al. 2026)
- BioBO on AssayBench-Loop test (Edwards et al. 2026)
- BPMF with greedy acquisition on AssayBench-Loop test (Edwards et al. 2026)
- Claude Haiku 4.5 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Claude Opus 4.8 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Claude Opus 4.8 acquisition policy without hit labels on AssayBench-Loop test (Edwards et al. 2026)
- Claude Sonnet 4.6 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Gemini 3.1 Pro acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Gemini 3.1 Pro acquisition policy without hit labels on AssayBench-Loop test (Edwards et al. 2026)
- GLM-5.1 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- GLM-5.1 acquisition policy without hit labels on AssayBench-Loop test (Edwards et al. 2026)
- GLM-5.2 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- GPT-5.5 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- GPT-5.6 Sol acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Claude Haiku 4.5 coding agent with training screens on AssayBench-Loop test (Edwards et al. 2026)
- ICBR-EF on AssayBench-Loop test (Edwards et al. 2026)
- Kimi-K2.6 acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Kimi-K2.6 acquisition policy without hit labels on AssayBench-Loop test (Edwards et al. 2026)
- LLMNN on AssayBench-Loop test (Edwards et al. 2026)
- MAML with BPMF embeddings on AssayBench-Loop test (Edwards et al. 2026)
- Prior hit baseline on AssayBench-Loop test (Edwards et al. 2026)
- Probability-of-Hit on AssayBench-Loop test (Edwards et al. 2026)
- Qwen3.6-27B acquisition policy on AssayBench-Loop test (Edwards et al. 2026)
- Qwen3.6-27B acquisition policy without hit labels on AssayBench-Loop test (Edwards et al. 2026)
- Qwen3.6-27B after SFT on GLM-5.1 traces (AssayLLM stage 1) on AssayBench-Loop test (Edwards et al. 2026)
- Random policy on AssayBench-Loop test (Edwards et al. 2026)
- Random forest, greedy acquisition on AssayBench-Loop test (Edwards et al. 2026)
- Random forest, UCB acquisition on AssayBench-Loop test (Edwards et al. 2026)
- Screen-kNN on AssayBench-Loop test (Edwards et al. 2026)
- Transformer trained with DAgger on AssayBench-Loop test (Edwards et al. 2026)
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
16 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
Citation locations1 values
| Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
Constraints5 values
| Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Endpoint Hit enrichment factor over the random expectation, fraction of each screen's hits found, normalised cumulative-hit AUC, shortfall and share of common-essential hits after 10 rounds of 100 genes, mean over 20 genome-wide CRISPR screens published after 2021, for 53 configurations: one random draw, a prior-hit baseline, Screen-kNN, random forests, third-party adaptive design methods (BPMF, MAML, BioBO, Probability-of-Hit, Transformer + DAgger), language models used directly with and without hit labels, agent harnesses, and the authors' AssayFormer, AssayLLM and AssayLoop handoffs Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Claimed field links:assessed_by:ucpheno-20261022-protocol-edwards2026-assaybench-loop-test-10x100 Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Headline metric hit-enrichment-factor Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
Limitations8 values
| Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
Pinned records586 values
| Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Rationale The closest stored evidence to the use case's comparison question: every policy picks from the same gene pool for the same screens at the same 1,000-gene budget and is scored on hits found against a random policy on those screens. Proxy, because the screens are replayed with historical labels, a hit is each screen's own significance call, and the test screens were chosen with a performance floor for the best language model. Every row, including the third-party methods, the language models and the random draw, was run by the authors of AssayFormer and AssayLoop with their own prompts and history format. It covers single genes in screens whose phenotype is set by each source study, not a response the user prespecifies, and no combinations. Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Reason Add relevance judgement for a protocol extracted in the 2026-10-22 refresh (issue #184). Drafted by the Claude (Opus 5.5) judgement agent in the evidence-pass workflow for issue #184 (batch data/omics/use-case-refresh-phenotype-20261022); no human review claimed. Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Relevance proxy Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations) Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
Sources and history
Release 2026-10-23-5347695500ed · Record review: source checked
1 source record and release history
- Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens · Original source · arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed
Technical metadata and extraction receipts
Stable ID: use-case-mapping-phenotype-20261022-edwards2026-assaybench-loop
- field
- links:assessed_by:ucpheno-20261022-protocol-edwards2026-assaybench-loop-test-10x100
- value
- ucpheno-20261022-protocol-edwards2026-assaybench-loop-test-10x100
- relevance
- proxy
- endpoint
- Hit enrichment factor over the random expectation, fraction of each screen's hits found, normalised cumulative-hit AUC, shortfall and share of common-essential hits after 10 rounds of 100 genes, mean over 20 genome-wide CRISPR screens published after 2021, for 53 configurations: one random draw, a prior-hit baseline, Screen-kNN, random forests, third-party adaptive design methods (BPMF, MAML, BioBO, Probability-of-Hit, Transformer + DAgger), language models used directly with and without hit labels, agent harnesses, and the authors' AssayFormer, AssayLLM and AssayLoop handoffs
- rationale
- The closest stored evidence to the use case's comparison question: every policy picks from the same gene pool for the same screens at the same 1,000-gene budget and is scored on hits found against a random policy on those screens. Proxy, because the screens are replayed with historical labels, a hit is each screen's own significance call, and the test screens were chosen with a performance floor for the best language model. Every row, including the third-party methods, the language models and the random draw, was run by the authors of AssayFormer and AssayLoop with their own prompts and history format. It covers single genes in screens whose phenotype is set by each source study, not a response the user prespecifies, and no combinations.
- constraints
- Compare configurations only within this protocol; do not pool with the CPPC, NAIAD or AssayBench protocols. The test screens are drawn from AssayBench, so agreement with the AssayBench evaluations is not independent.; Random is one draw of the random policy, not its expectation. EF is defined against the random expectation, so a random policy scores about 1 by construction; fraction of hits found and nAUC are the columns where the random row adds information.; The rows without hit labels are the authors' label ablation under the same protocol inputs; read them against their labelled arm, not as a separate benchmark.; EP-B, EP-S, EP-D, Vendi and pathway-overlap values are breadth diagnostics, not hit yield, and the three EP scopes are not comparable with each other.; Inspect every linked evaluation's source locator and limitations before citing a result.
- limitations
- Retrospective: labels are historical screen calls, and the authors state the policies remain to be validated prospectively in a live experimental loop.; 20 test screens and means only: Table 1 and Supplementary Table 4 print no uncertainty, and the number of runs per row is unreported.; Test screens were filtered for genome-wide coverage, at least 50 hits, hit rate below 15% and a best-LLM AnDCG@100 of at least 0.05, which favours screens whose hits a language model can name; the authors say the benchmark is not an unbiased sample of genome-wide CRISPR screens.; The temporal split is relative to the 1,349 training screens; the paper does not say whether the test screens or their publications predate the language models' training data.; Many recovered hits are DepMap common-essential genes (18.6% for the random draw, 99.1% for the prior-hit baseline), so part of any enrichment can reflect generic fitness genes rather than the screen's specific phenotype.; Author-run: AssayFormer, AssayLLM and AssayLoop are the authors' methods, and the authors also ran every comparator; third-party rows are the authors' runs, not those methods' own published results.; The random policy's sampling universe (the shared gene pool or each screen's library) is not stated.; Preprint (arXiv v1), not peer reviewed.
- revision
- 1
- reason
- Add relevance judgement for a protocol extracted in the 2026-10-22 refresh (issue #184). Drafted by the Claude (Opus 5.5) judgement agent in the evidence-pass workflow for issue #184 (batch data/omics/use-case-refresh-phenotype-20261022); no human review claimed.
- citation locators
- source id: ucpheno-20261022-source-edwards2026; locator: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations)
- source locator
- ucpheno-20261022-source-edwards2026: Table 1 and caption; Supplementary Table 4; Methods 4.2 and 4.3; Appendix H; Discussion (limitations)
- headline metric
- hit-enrichment-factor
- reviewed evaluations
- ucpheno-20261022-eval-edwards2026-assayformer; ucpheno-20261022-eval-edwards2026-assayformer-bpmf-sft; ucpheno-20261022-eval-edwards2026-assayformer-bpmf-sft-no-desc; ucpheno-20261022-eval-edwards2026-assayformer-ef-terminal-grpo; ucpheno-20261022-eval-edwards2026-assayformer-genept-pca-grpo; ucpheno-20261022-eval-edwards2026-assayformer-genept-pca-sft; ucpheno-20261022-eval-edwards2026-assayformer-k562-pca-grpo; ucpheno-20261022-eval-edwards2026-assayformer-k562-pca-sft; ucpheno-20261022-eval-edwards2026-assayformer-mf-grpo; ucpheno-20261022-eval-edwards2026-assayformer-mf-sft; ucpheno-20261022-eval-edwards2026-assayformer-mf-sphere-grpo; ucpheno-20261022-eval-edwards2026-assayformer-mf-sphere-sft; ucpheno-20261022-eval-edwards2026-assayformer-no-desc-grpo; ucpheno-20261022-eval-edwards2026-assayformer-random-emb-grpo; ucpheno-20261022-eval-edwards2026-assayformer-random-emb-sft; ucpheno-20261022-eval-edwards2026-assayformer-svd-grpo; ucpheno-20261022-eval-edwards2026-assayformer-svd-sft; ucpheno-20261022-eval-edwards2026-assayllm; ucpheno-20261022-eval-edwards2026-assayloop-assayllm; ucpheno-20261022-eval-edwards2026-assayloop-assayllm-handoff; ucpheno-20261022-eval-edwards2026-assayloop-gemini-3-1-pro; ucpheno-20261022-eval-edwards2026-assayloop-glm-5-1; ucpheno-20261022-eval-edwards2026-assayloop-gpt-5-5; ucpheno-20261022-eval-edwards2026-assayloop-gpt-5-6-sol; ucpheno-20261022-eval-edwards2026-biobo; ucpheno-20261022-eval-edwards2026-bpmf-greedy; ucpheno-20261022-eval-edwards2026-claude-haiku-4-5; ucpheno-20261022-eval-edwards2026-claude-opus-4-8; ucpheno-20261022-eval-edwards2026-claude-opus-4-8-no-labels; ucpheno-20261022-eval-edwards2026-claude-sonnet-4-6; ucpheno-20261022-eval-edwards2026-gemini-3-1-pro; ucpheno-20261022-eval-edwards2026-gemini-3-1-pro-no-labels; ucpheno-20261022-eval-edwards2026-glm-5-1; ucpheno-20261022-eval-edwards2026-glm-5-1-no-labels; ucpheno-20261022-eval-edwards2026-glm-5-2; ucpheno-20261022-eval-edwards2026-gpt-5-5; ucpheno-20261022-eval-edwards2026-gpt-5-6-sol; ucpheno-20261022-eval-edwards2026-haiku-4-5-coding-agent; ucpheno-20261022-eval-edwards2026-icbr-ef; ucpheno-20261022-eval-edwards2026-kimi-k2-6; ucpheno-20261022-eval-edwards2026-kimi-k2-6-no-labels; ucpheno-20261022-eval-edwards2026-llmnn; ucpheno-20261022-eval-edwards2026-maml-bpmf; ucpheno-20261022-eval-edwards2026-prior-hit; ucpheno-20261022-eval-edwards2026-probability-of-hit; ucpheno-20261022-eval-edwards2026-qwen3-6-27b; ucpheno-20261022-eval-edwards2026-qwen3-6-27b-no-labels; ucpheno-20261022-eval-edwards2026-qwen3-6-27b-sft; ucpheno-20261022-eval-edwards2026-random; ucpheno-20261022-eval-edwards2026-rf-greedy; ucpheno-20261022-eval-edwards2026-rf-ucb; ucpheno-20261022-eval-edwards2026-screen-knn; ucpheno-20261022-eval-edwards2026-transformer-dagger
- review
- method: source-hash-verification; scope-review; ai-assisted-source-review; reviewer: claude; reviewer note: Claude (Opus 5.5) use-case review agent in the evidence-pass workflow for issue #184, independent of the agent that drafted these judgements and the summary; no human review claimed; reviewed at: 2026-10-22T18:00:00Z; note: Proxy confirmed: same candidate pool, screens and 10 x 100 budget for every policy with a random policy on the same screens, but a retrospective replay of historical hit calls, test screens filtered with a best-LLM floor (Methods 4.2, Appendix A), and every row run by the AssayLoop authors. Re-hashed the pinned PDF and searched its text layer for a training-cutoff or contamination statement; none found, so the pre-training limitation stands. Endpoint and the 53 evaluations checked against the reviewed part; all 53 kept, none excluded. Reviewer appended the authors' Appendix A caveat to the screen-selection limitation. Headline metric hit-enrichment-factor kept (the authors' primary metric); it needs the proposed concept in data/vocab/metric.ttl. See docs/reviews/use-cases/phenotype-perturbation-selection-2026-10-22.md.
- pins
- record id: ucpheno-20261022-eval-edwards2026-assayformer; fields: status; links; attributes.origin; attributes.comparison; sha256: 627ebe7365da3c3951dafdc452c472413de534eac66703917fca8067b7a52027; record id: ucpheno-20261022-eval-edwards2026-assayformer-bpmf-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: 4ec295aee8d4b99c8aaf8b3633a3f2d641b5cec4e7bdab01636e0a6f9286c7fe; record id: ucpheno-20261022-eval-edwards2026-assayformer-bpmf-sft-no-desc; fields: status; links; attributes.origin; attributes.comparison; sha256: aaec93dc37e780fbe0cffa1073859a1ba05953593de82221a09e0a98fbd91fab; record id: ucpheno-20261022-eval-edwards2026-assayformer-ef-terminal-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: e4b81038c853abd55d9abc54aa178e47735d90c200659ddee085b1e6a24eabd9; record id: ucpheno-20261022-eval-edwards2026-assayformer-genept-pca-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: e611343603bcc41714157dc025bc96cca699e79ef3b00839f377c620438582d6; record id: ucpheno-20261022-eval-edwards2026-assayformer-genept-pca-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: 7ff48041496afcf57e45a6cc0c8c391fa8c7223f3637d59c53beb8977bf0e2a3; record id: ucpheno-20261022-eval-edwards2026-assayformer-k562-pca-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: 567dee5e82ba8505f02a673234e5d3ff99584d9e0816e5032233298e0a5456e5; record id: ucpheno-20261022-eval-edwards2026-assayformer-k562-pca-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: f4415cab78ca5084c9b25d14e6546e70a5d35f373ee14db292a9affca8b0595c; record id: ucpheno-20261022-eval-edwards2026-assayformer-mf-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: 8d32907a03ebfb0e778884a84a4f9759f2396237a42f2e6b4eb4e70cfdc7f31f; record id: ucpheno-20261022-eval-edwards2026-assayformer-mf-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: 31f5d0e2fe7f4da6fe1ca2a779d01ee8efaa288ab0d699f670d7ed03f05211e0; record id: ucpheno-20261022-eval-edwards2026-assayformer-mf-sphere-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: d93b0e98febaafa6a478f83b71b8201bfe5ee0f0bf49a7259dc515d5ef1831b5; record id: ucpheno-20261022-eval-edwards2026-assayformer-mf-sphere-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: 62dc108267c409ec47cfa6f6595210974450aac1262183366e6445133fa63b02; record id: ucpheno-20261022-eval-edwards2026-assayformer-no-desc-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: bceab18dd193c027589f962eb80ba14df9d19b9a2ee55efab4f24194feb9a0b2; record id: ucpheno-20261022-eval-edwards2026-assayformer-random-emb-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: 003cf25c89b83d34d593a2bd1ed97266fa47a6fbe747ffe9ffa5c3148881cf56; record id: ucpheno-20261022-eval-edwards2026-assayformer-random-emb-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: ab672b171869c04cb9ea866c08ab0b9a3a231665e6538e01117dd135a3227f96; record id: ucpheno-20261022-eval-edwards2026-assayformer-svd-grpo; fields: status; links; attributes.origin; attributes.comparison; sha256: 47d5fbf28f590299322cd516ab100f3c0b1f8e87e0af06ef104cdb0c295e27cd; record id: ucpheno-20261022-eval-edwards2026-assayformer-svd-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: df2964e073bba39914e04f216c8788d58f035e2a02baa646ecb82d2fd909b998; record id: ucpheno-20261022-eval-edwards2026-assayllm; fields: status; links; attributes.origin; attributes.comparison; sha256: daaaa9cbd8e66bb55e141deea25c06936cc6708514e708c4935bb9886ce617eb; record id: ucpheno-20261022-eval-edwards2026-assayloop-assayllm; fields: status; links; attributes.origin; attributes.comparison; sha256: 9cb211b5c2cb86d088f7f837141c07d25de13f5b388794d9e1526a17ecf38d8d; record id: ucpheno-20261022-eval-edwards2026-assayloop-assayllm-handoff; fields: status; links; attributes.origin; attributes.comparison; sha256: 1b63b4487bca37dec8c5687360acb65ed485a8d1074423a7ce2b51631b98ecde; record id: ucpheno-20261022-eval-edwards2026-assayloop-gemini-3-1-pro; fields: status; links; attributes.origin; attributes.comparison; sha256: 0104ad9d5ce9e4e620a0d5acd7e8717e68aaa1c718a36a0f92e96a4b589913ec; record id: ucpheno-20261022-eval-edwards2026-assayloop-glm-5-1; fields: status; links; attributes.origin; attributes.comparison; sha256: d17f462d672c17c2342409cffdbc984446ad8891a42f31eee2b89287c78ee315; record id: ucpheno-20261022-eval-edwards2026-assayloop-gpt-5-5; fields: status; links; attributes.origin; attributes.comparison; sha256: 6bf954118f23b500354e6105f43d088f6c6d10e25c18cfd8628f9cf289193783; record id: ucpheno-20261022-eval-edwards2026-assayloop-gpt-5-6-sol; fields: status; links; attributes.origin; attributes.comparison; sha256: 81b43bda272b88c23283bd081bdf97b9e0fe6b8e9fd0ea13c7829829f121da83; record id: ucpheno-20261022-eval-edwards2026-biobo; fields: status; links; attributes.origin; attributes.comparison; sha256: 5583c5ffa621ac29d0c819419d94132cd0ff338b48675d98428166e5a6e4fdae; record id: ucpheno-20261022-eval-edwards2026-bpmf-greedy; fields: status; links; attributes.origin; attributes.comparison; sha256: c14c14ebd6fe309519444e900048b4f6d126f6a0ba0db80cb65d64763c2d49d4; record id: ucpheno-20261022-eval-edwards2026-claude-haiku-4-5; fields: status; links; attributes.origin; attributes.comparison; sha256: 2d92db3a5ff0ad6121a2229cad9206d8951327ebfec99bbeac63b6908d7b9a61; record id: ucpheno-20261022-eval-edwards2026-claude-opus-4-8; fields: status; links; attributes.origin; attributes.comparison; sha256: a766f4d1883a215d4b6297063f2670dfe625f0ce788e641df0cdee187625a902; record id: ucpheno-20261022-eval-edwards2026-claude-opus-4-8-no-labels; fields: status; links; attributes.origin; attributes.comparison; sha256: b80d51e90aaee42d5b1a1e7f6019efa972aea8a9377cc96033802f704c8ddded; record id: ucpheno-20261022-eval-edwards2026-claude-sonnet-4-6; fields: status; links; attributes.origin; attributes.comparison; sha256: baaa6b7cb2e01aaf3129bf52ada3cd73696b0b49b1128feba3c1a14000468743; record id: ucpheno-20261022-eval-edwards2026-gemini-3-1-pro; fields: status; links; attributes.origin; attributes.comparison; sha256: ea127ee5734fc1060a44b5b59f9da037012916e2e0d47b2584632aa5c6d66e96; record id: ucpheno-20261022-eval-edwards2026-gemini-3-1-pro-no-labels; fields: status; links; attributes.origin; attributes.comparison; sha256: d7f64733f7e448f5942c4307aaca9b14569a804aac81b17afa636c060ba9b53a; record id: ucpheno-20261022-eval-edwards2026-glm-5-1; fields: status; links; attributes.origin; attributes.comparison; sha256: 3a038e4a3bcf8478846815ce0eaaebf14af01a2412c6e99a771c283f712d9d60; record id: ucpheno-20261022-eval-edwards2026-glm-5-1-no-labels; fields: status; links; attributes.origin; attributes.comparison; sha256: 5ac86f583ee3be58355142831b6922c4f985441ec07dfbee5115affd61e43c89; record id: ucpheno-20261022-eval-edwards2026-glm-5-2; fields: status; links; attributes.origin; attributes.comparison; sha256: 5cc6d8638da299157f67622891ecbf779e5d7ad196d2702a2dede6af32d81e05; record id: ucpheno-20261022-eval-edwards2026-gpt-5-5; fields: status; links; attributes.origin; attributes.comparison; sha256: 81d88f4715f1d896b1f10585e4532d0debb342c8eba7a9b624d72d109b9fd637; record id: ucpheno-20261022-eval-edwards2026-gpt-5-6-sol; fields: status; links; attributes.origin; attributes.comparison; sha256: 38d8032a8b545b7b7ec86302146ad00a28042c265ca9d36457f6383cae9eeb1c; record id: ucpheno-20261022-eval-edwards2026-haiku-4-5-coding-agent; fields: status; links; attributes.origin; attributes.comparison; sha256: 332666cb0eb901423d618fc6cdce401fa31f7f9434ab62c043d227a70044b9e1; record id: ucpheno-20261022-eval-edwards2026-icbr-ef; fields: status; links; attributes.origin; attributes.comparison; sha256: 5a84bef1a774d487f079deb5fd9c4c117bbb7def60782ff9560a0434b3f01956; record id: ucpheno-20261022-eval-edwards2026-kimi-k2-6; fields: status; links; attributes.origin; attributes.comparison; sha256: 754a1856b614addd150cee7bbe65d76aa551981c96bfa5e6fdfd0716ef3c8a33; record id: ucpheno-20261022-eval-edwards2026-kimi-k2-6-no-labels; fields: status; links; attributes.origin; attributes.comparison; sha256: f5f56d15f9cd624f0a5a8b1e4d1e88f527baed48a7257e240a006ade88dc5ba5; record id: ucpheno-20261022-eval-edwards2026-llmnn; fields: status; links; attributes.origin; attributes.comparison; sha256: 995e25a4ddcdd832d983504020bb11daf3e75a40b3e39746239d6115a792e721; record id: ucpheno-20261022-eval-edwards2026-maml-bpmf; fields: status; links; attributes.origin; attributes.comparison; sha256: 387476ff5250ba6c7147b8e6437b38c2e960bd21630a6ae3704c38266369737a; record id: ucpheno-20261022-eval-edwards2026-prior-hit; fields: status; links; attributes.origin; attributes.comparison; sha256: 96484cef99a21221e5c5c28355c3225067f8988b70ce6b491f6c0e8b30ad42c8; record id: ucpheno-20261022-eval-edwards2026-probability-of-hit; fields: status; links; attributes.origin; attributes.comparison; sha256: 6e80601dd7502c45fd6261a656a40629c20f761fd7bbc6c00ca1879e7d6d5308; record id: ucpheno-20261022-eval-edwards2026-qwen3-6-27b; fields: status; links; attributes.origin; attributes.comparison; sha256: 9d364d8b043bdbfa6d3ec37bc282694ffeb4b5d70aedd3784e03d65ff340f573; record id: ucpheno-20261022-eval-edwards2026-qwen3-6-27b-no-labels; fields: status; links; attributes.origin; attributes.comparison; sha256: 35c938eef18a2b3780cb5f6416b90ee48edf6d7c84085ef7a5191fe9c19b9fa3; record id: ucpheno-20261022-eval-edwards2026-qwen3-6-27b-sft; fields: status; links; attributes.origin; attributes.comparison; sha256: e876d98209a73672e9c6adb7d74f8d976127975db7214a435a3e689de12d8e9f; record id: ucpheno-20261022-eval-edwards2026-random; fields: status; links; attributes.origin; attributes.comparison; sha256: f31a8c68b0144a474c50f4f256ac3871e3332624ac154f41f62265e941a64150; record id: ucpheno-20261022-eval-edwards2026-rf-greedy; fields: status; links; attributes.origin; attributes.comparison; sha256: 42897938829d0494f5fe00afdc225a19e0453f3d2cf291364a778f8780b53ba1; record id: ucpheno-20261022-eval-edwards2026-rf-ucb; fields: status; links; attributes.origin; attributes.comparison; sha256: d58d54b494b1ff06e6fea888180dacc19c3457dd96c6cbca9ee3332fb0d3ea7f; record id: ucpheno-20261022-eval-edwards2026-screen-knn; fields: status; links; attributes.origin; attributes.comparison; sha256: 859e9efaf21830d3f3082ab64d5141287c88ce7892c1480978c98fda9c8ad421; record id: ucpheno-20261022-eval-edwards2026-transformer-dagger; fields: status; links; attributes.origin; attributes.comparison; sha256: 1544a2932dcac9baf2591cf6c259a9a9169c66940b52ef851eb624ad39c889fc; record id: ucpheno-20261022-protocol-edwards2026-assaybench-loop-test-10x100; fields: status; name; description; facets; source_ids; links; attributes; sha256: 4d56346d70e9ddc9bfba2f240e8f1de666c41a23c83fcc1fb043289dbe90353b; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c269d946206aac3ec70493c9967216d864cf5185b828c040a91f5a0323f9e6e6; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 778d6a3848a394a346d2212e7a9eec05d8a2e473e6f7d50935901ef3a522e56b; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc744a3c3cff61246bc6b672c870f4cceb1be313d3fdc8c1e6608e18e2006160; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2ce7f3fba5dd4f14a384d6d3cae3d1184029f8e4499f9431a47cdcb8322ecae8; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a9fa652fecdf591801271ccac0bfe88663edbcab9115aa7868ea23544683fb03; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5437d6929555efc62e4058b4a68d987728a228c92bf251413c3c3923098d9b40; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9bbbcb7dfaf81d9f0f9e04be1960cef58f546cf379e3e4fadf419c71a71fb583; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7cd71901f90ec5f07de7bf1c7d7a4d3514fa789f2ccb00deb0f03b404048936a; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fb4d5240ade1fcdff0a489ee5ed12baf6a100f6ada34acbfb8cfff8cab08ae26; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bb3ebc46ca3b3ba4c576762cf9dc2fe5a15fb9dc4dfa4ed12f19f7b2888dc1c3; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 49db045556b614c363d63289e92d4a6704ed53624b47a7f0691940394b657fcf; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 54ea55a46303d09749bf899d18e4db83545236347eeac32b332114d434942164; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 62c2323440dc142d5d5d125badac8ac5654ed4c67be6de2f84fe0e5b4947e25b; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 72a8f23cdc6d9e80e9999de5cb2ea828ce191cf9e6dc526ab90621cd61aa9b28; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a45f5bad02761e39f4b0580aa554fc8549fc7c1a122b62067e6c739fec4759d3; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6ef187162a92b15ef05aeb04ced8d182629b949312fd6aace3ccf6ae71d5793f; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-no-desc-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7b5cd53e2c9c2686ff9d7202481ed39be125c59df34dd67ea98f18a3f42ecd25; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 814673bf2e5abad137a2a826b2ecd3b924f36fa0126667d2fbfd19bb4484b883; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1fa629096c8be15e32a7263c8d456812103373c3eea5e4cb1a016c7a9000a8e9; record id: ucpheno-20261022-result-edwards2026-assayformer-bpmf-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: db02529294cb57966614b9f769e566523eaae593b186175783b61286fbe39ed0; record id: ucpheno-20261022-result-edwards2026-assayformer-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 04b3c0a5ad1877f98085c13bb88e72b74a4e32cd8f19123886e5e1d620234123; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 64087ca2b51ee96b445376376ed3371ad44584dc5e524c204844091cdb6a41ea; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0e69c7cb9978ff196e19eac56c8a9f66b85b22848f2bd7ae3e0bf9fd5a188b0b; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c1f64a26499ebd15a1a1b31d308d8620e2c05efd42d5771d2d5b7ceb4e7f75c0; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 15bdd31a791148bcdecb57ec43cb472987101c7bd08e971a571ff0e81505e9aa; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 82983ad078d8642027de336b9c4ba9b3855f19d4cf77cf81f45ef722acbb4027; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d6202c30090635bf4a25d235f8355afb37b2c3d01283e13f902da0b532b11825; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 72218caf1176e23ec06a939e6547fbb05f570f82722ebc553c14a9f1cbfee068; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a30123a8e0e30089faed77c4e360d3861bf875fffc6111f6c5a982e7eb15d57a; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f53e4e4af452bdf312c81b456e1ee4c80e40d0c20264c4e90f2210d2e3bbb81b; record id: ucpheno-20261022-result-edwards2026-assayformer-ef-terminal-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 19e48d6e30100215f00ef2361e41e55eb3c7e798605e9770e01a194d3d6c5dfe; record id: ucpheno-20261022-result-edwards2026-assayformer-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0111b0d93ddd4dd81b2e6c4ac72540f0d95dab0dfa854e0bb509bb2ba3c2d027; record id: ucpheno-20261022-result-edwards2026-assayformer-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7028bbcc2c66e3a6de1543781ba76022b459e5f62178f2f1a0a9c3136133a0de; record id: ucpheno-20261022-result-edwards2026-assayformer-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7fdb851d1673eb68f16bae30f8dd7392e39b097b43470849b814e1d02245116e; record id: ucpheno-20261022-result-edwards2026-assayformer-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f95cb6dfec387dec5a708c18b394e1103aa9fbeb33a84c0a7de9ee23034f23aa; record id: ucpheno-20261022-result-edwards2026-assayformer-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a594783f5734966f9605f3a987de3af2bccc9f2126ba6d548ce536bbb081facd; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 58cb6cf60e1de884c88719c46f1b33b1be286c55d055ccf04f83d5fadd1377d6; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a260e29da0c7b19bda4f40bfaae4e673546ed841187344302344b2058088f7aa; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e6b4576d4377f900cfc3bbb3ac3dc05e773b472216e8fc186ba5fad4540683a0; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d818036405a516538526e58120400204fba3788edc2c7108538a19c164091f25; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8e14d3a791b3e3f8e787acc7ccef148de36b6db1ee9a18170f792043d26ae5cd; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 64d3dc41ac464454037c525d9fedf36026566deba669e8aab84dab23ab3cdb00; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c9b5f08f7b09fead35b84f0a442102dbbbc87c0146392dd173320e2bea829f4a; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9619a838a40862e6b9ac497403cfcc72a5aaab71a4ec43c9b9db8bcd5a3af388; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: df3d673fd5a13fb287dd17264f0745ba6fd382bdfbf118daab33f52f8765b2c7; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 27663e2b2c3c0fa2617ffad51d5f47ac8900f6c3a67439066e925e1da72a0136; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 49cff8b7aed9ec857430fad9b75ab9db4dbfd04ff7821dbed6993772676dbff7; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc67bea86d114d056118b830804f899f9a502de05a8ea2e08d7e75dc58bd7abe; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 97af929e11294254fa28cc6237356284e5f43abd1c8846364ec13877c4e07cf5; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0dd222190253f38b5f5425a7f1597b61657c80774309c92713c77484c11bd9f5; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 94af287557526e6b739e438492089622d8d21870eb8f4d596ffe5bcd2f06a911; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 261608ced4f72d5142800df5412f49cd9a6c73f58f1e7929f0aeac41fd195c5b; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8fcc6d0f0d082c9f98b373e5353e51c5b764c4bcd082b8d6b4743fc18927e0aa; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bae90ee4c639bc4c3010a52a8ca13b3a4149b83443641610ceac623f6792afcf; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b3e3fe4ce0f181612394ab4ac1f853df921b5ea1306625ea76b5301cf2a3ff1b; record id: ucpheno-20261022-result-edwards2026-assayformer-genept-pca-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: eee27f44e39a02e4c5744d57b0a6954c023e58da22666ddc9646db6e1e7058cd; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ce6c6fcec9ffc9b4a47aed332ab6e057a7884130adaed2b4710f4bf8a03c4ebb; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ceb9539931e3abc9557ae5932921abe0e37765961852893cb8e645a92d711a55; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a61b7e9258f570ce689637e39c53635cee2bcbcf786791faec38e5f0cbca1b84; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 21c44bc2db1d1315560a2456c4c2c29069fe8a78a64c8b2c9d87a6bb3de715e1; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3afaefaf01a48d5eb5ed2885ae2d9ce6b3234578e859e7a22ec31af9cd1b6735; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 14b79dd7ad95bef237df1446e9c4da55f5d1401f4dd4d363a19bda0470571e6f; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1951b29d00753436770f5ff762430de88e4d3bfa34c94b5c4dcb78c8bff6aea4; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c79153d01d8800fb545ecbd2118c9c3bb9e00f7373e7e5c00f394f942f30c615; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c46731431e5f8b58b53be31c1263ae2d179deb5f2cd5db2885e1e99f614aa00b; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3412240b8aac03f38d8fee3fb4ecb1ba8542730a75dc6fb83fe0856fe9a8f101; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 09f394e3efca21e1d991b09292406daa5299ceaf41a11b05a520fdb91219c735; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 80d7371ade3440a53446b3e2d3961a9b30585b2d45956748eb4fff8a409cfe1e; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 79e0ff9e2f1c2b2e0c4e94080771bfcb4240b1da03cad0e41a4c9fe20e0ab593; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 788d34df9e9348a98a1a0c722f9a841f70db4db72001f9caf60168935592bedf; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3a435074f2424b303e40bceff69632136f9e866d1f00b039ac63b50192c74d14; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1087cbf114e4a629da31aa0da45dc21f23c904c2a50933653747ec2c0d10b037; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 158f2c16d3e7ad5112baff4bce896ba58e94df798e4d64f4078bc6720eb55ea6; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8acaef47f2c56f4021212311c1d3fdc822481f4cd6cbbbc2ed4d695b5bf6abdc; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc10a165cb58e832f30fd8e62dccdd7f35151f6b65877b62406a11aabb69f256; record id: ucpheno-20261022-result-edwards2026-assayformer-k562-pca-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d2da9b3339865e072d0a7a217d1f867e53c50617f7595bf1ba6d40c16832dc84; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0dd4b69f283d8e38c09bdc3804ef569ea3396a5ca503edb245f69e2e24a82fef; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e27f1d4e96ddd8246fc17a6393d57d661efeacda692f554c8451bb48c085f9c1; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d3ed39b36000bedb612d288d1df39021ec382398153af1e4c95c3c8a5e769ec5; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b7da66b56b3af2e195866691724c8bd04c152457499cb969e5208f57b3829012; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b0644244f99ea874d85c2479fc53806e2d1873a1147f45314d45d9746960c2df; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 995ff25ea1cb46a993ab4fd4fd2fe9b7b49f3b912e220f30770ae3ff2c76dab8; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d161eaf6aa886d6d8daa370838f3dcd4543cd9f02e55011a73f84922149f01d6; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 51f3d1ee4c637f1370c101b15783a145463f32b589a4a668fc5d406cb3fc06cc; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b3afc98c69f0ec3558266d4fbccc119b42131debc15b6e49c0783493f64c099c; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1d6449f148e271fae3167f2ae52f82d4906334f366c39319b1572e25f50d4024; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7dbaf574dac54ff46ed840d040791118a308033a86c079ab12aa3efdce3124b5; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bd0f585dd3f627ee1bf73f4b7a4bef12d1f205b1eef243ec22d6cc074951eae3; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cb3730f7b6d1d6f386cf4029f808f3a9185dc687b3b07b1a386c2fcdf1729853; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4572bccf4ab49042f1aaa8546f8d6bb84d5407bbda26eb6cecd7a83bf6eb4e58; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4a626e8d1b84fc25823248a9fe8e3e062aa7cbbebe780930003b6d5dcb957a88; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0f0e10b034a6d656841efb9c74c0bd613e57d4149db523e1df61c8d840501ca6; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 06d82f36386eda08d2b64ea731f538b0266fec2d7c000df77dea0feedd7b1d2e; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fb629cc6a09dabb3b7e0e0bb5eb2f920e5b6b0f33433631fe203e0ab93e315a6; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a9ca2cd412c3a496a9cf35d3ce2af4c6ac0c73d20dd30b85ca1c643f578afade; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: df07ad018a5b1dce4570de0ec1d1479fa087f89c3bc269bc4278eb32225ebe25; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4d5a779041d9020ee545fa1a4487c399cb77981f2d6b88e79e2113fbf12b9b6a; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fb4d5240ade1fcdff0a489ee5ed12baf6a100f6ada34acbfb8cfff8cab08ae26; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 88e6da7a83de958f3461370797f19a606977d2291b2b6be261a4dfc75d729708; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 15bdd31a791148bcdecb57ec43cb472987101c7bd08e971a571ff0e81505e9aa; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 75155e472891e0b279277d1747af075266fe6de1503ed0ecab9c367e61c44d8c; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 188fc2697f80b92273d0eee341b4f021d0d621a2c43e56fad90000b94cf4f0e2; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a9e5a8164ff5af841a29322ef215f479cf8f039ab7e8e2f7805e178a6ec61643; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 29da1445c870d1744c629eccccc4f276e6eddeac13d790ea605da63973798fc2; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 94a557b571ef11ace18d559f8eb1cddafd3580cad04661408dc0b47efaf3215e; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 641153ad2ee4db73ccc9a931ebc798b171ec065394f72e83362de6e5fc962a33; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c86ebdfb17825a2018e120d4b9618bb2b115f5fc45bab05b9a59fb766d111d4; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 87c075c40ccb74989de6378d15f3fbc7f87d1ab24ce41f32b34430d6811bd983; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 827939c7b004bd43f2636d7e8a51b45af16da9f0e328fdc3b96b1c0a480bc8d0; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cd1b5e021a8701c0704035d10c2336ef6634f26f5de6d71ad37cc527b11175ff; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc44e57de14b4d44c990e28ea0054146205615d52114689b5ff4037d149a444c; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ace149ff6b98938584197dd1950aa723294f18f468698dcc0f94b63eaf07d883; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9fc4468478081bedf56c9e05e4ed822d8950b74a69115537380038bcb77739c2; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0d3c54672dc47fe1eab4d9fd0238a0ba35019ef2a8de33122782cf2fd2474e3d; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0ec3b6699e3c9d2cefbe9e2b8b5f15539bb52fd78161f96d41b6d9ee4e706ab1; record id: ucpheno-20261022-result-edwards2026-assayformer-mf-sphere-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0f751affae5f0a3a467b12a7fe1ddee55a8d1a6279f416eeb5f377cf67136aa1; record id: ucpheno-20261022-result-edwards2026-assayformer-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 96b7a58340f2a52c5c4d0adcd7ba37aeedb36b677869f01d7b5ad7a571cd6b93; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a4fe029a811c37eb4e6da3ed8e8c5d37f0c95b8e2238cc07cc869ea970cd0b9d; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a3344a65e494af6db70e6c9cc3a1fb1c45fe26ae133fb3bc78f607174569b3ff; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c45f4bd76ab126ecd1b24e3ea2adccff39381d5131281cd9415b6ba2115bfb51; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c732f8710213b2e04273d5bef611030d12b3520a4a8c0446e6d94a4588a7579; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5b57146eabe8cb206ac3947c9a7774a85dec18a6d973fa7307d0dd9055d5d1b3; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc443009d638072416724871f75a042caec6c0e42ab281312c5ad3bfae8aa4ad; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b4de1eef5b2f03f90685c8e3db8726eb2941ee334439a97e7fdba43fb4240f8c; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a76f43ec733a78578bf58b5c9b36d945e837f8f8df9e7b1122d7debc80f7e082; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 712a1332f52eb039bb5f1c3da2a8895e358a680f9ce7f298c30e4a7d401370ab; record id: ucpheno-20261022-result-edwards2026-assayformer-no-desc-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 23783ed548f9a7326a39d47ad791f2c1abd4527fc9321e43bdbbe307e330e2fd; record id: ucpheno-20261022-result-edwards2026-assayformer-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 83daad595b4a65e34249925eca2a7421e9ee0a5d955f34c170addb84c3e768b4; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d9a0cc1a4bea22d66de2bb2d2686c8c35b0254368021d0c7f932e7090dd0bb4a; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f21ea0a6a7563dc11e921217a60db707573dcb4ae7f15bcf122ef8e8176a6c15; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 42b1b8952264ecc387886b068da74a5c1c4e2b3270ffa4c73f5d9a5c6f06a6a3; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 00b1cbceaa48fb9b552e2c1e54eed09bf3ba6cc6f0d43db05496e0cde2dee4ad; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1001ce789936fec8e03ae30c4d405539f37a1c8c34c48a0cde4cf6e44b1e80fa; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b3a04c996d649d62eea77dc9792e6c2cc30ed87d0f3005910423e97f49d8efc7; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9103b14cefb9246859c82dedda6ad7edb04d6ebf0038c27a3472db69ab84fdfc; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b1af5db948fdc80736d8bc6cae6dacb845666f5d675a514e1d8ca0bb4a493cad; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 655ade530a6048ec8323b9037056183279edfa05e2f1b06942851952a0c653a5; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2ea6c9020a6d2b789ebd1b5a2cc4a48caf34a64df5b111449754f8d2f7b9f160; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0f8e3fcc46009499a4232312b2a71a16867b734439f1d7597b63945a3a533c4f; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc67bea86d114d056118b830804f899f9a502de05a8ea2e08d7e75dc58bd7abe; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e8bc32dfe6914bc3f65d30a348b1b7e3e036434eec7ee68b7d74c06ad4d78b22; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 99de110fad65ffbeb1908f7a8391b820bfadfc94ecdb3c570aac86f793cba9e5; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 42ef2014110e3c444be20d066dfc72246e6f01180ef5cd2ec55229e28ce74966; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cfbe5f45ada70b6d31002491639b9ccb2e0636d99b335c638bdbfca4ba054749; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f64bf19718dc04ec9adb000d7845df7337ebc4171414d27939cf58a94a5091c6; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a45f5bad02761e39f4b0580aa554fc8549fc7c1a122b62067e6c739fec4759d3; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 83072f59412ec95db7c31e1867d40126e03f9bd9c20a1b97a414a195d7169616; record id: ucpheno-20261022-result-edwards2026-assayformer-random-emb-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 40680b248ca2858560dc9bea79de5ce8d5e11296bc5ede79c9f95b608ec61b87; record id: ucpheno-20261022-result-edwards2026-assayformer-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 86e99b6c19fc7c078010b96292fb8c859d7f4a79755578fb1bb4c61df353e45d; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4901ac177666db4aa8fdb4b5ce827089b654848135899de8ee1b5c9a3d78fab7; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4c7868fc31907c717b4c0fcd5baaff67ceedecac265ca7575b77c53244e736df; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 183715de2741a6e1867eb7322434bd1a59e02c87005b1ab817934227325bd9f2; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1f3887fa3cc3e79f908715103c14615a2a0cfa008cd442f7b286a5031212e879; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2e44ce9d3aaa4b6629ab7afd75c2804a203e326c26d741eec5c756e6d1a423dd; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a6f80c11ad93ee58280bd5d90a2457305a9f96fe7334842d109ac4f6a8a10cb9; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e86eba33ee5ff6e19255e912f36357054ba22c2a3490626ce4d3de591989f0b6; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 11b24a0a03f80f1f2e0c2159c1dacaf9c0fe8f9d59b74f6c5659cbdd3e97056a; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f5203f837a7064a18689f50fe570f659cc9ddc20b1c5d4afd91f8a2b6989516d; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-grpo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dbf141f4ac1411f3b6bf09fc7e5eb4e6d9c0d1b295218174804985bd7a8b9b8c; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c86ebdfb17825a2018e120d4b9618bb2b115f5fc45bab05b9a59fb766d111d4; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0e69c7cb9978ff196e19eac56c8a9f66b85b22848f2bd7ae3e0bf9fd5a188b0b; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3743cafe08ca623f73e4439ec64bc0df0e252438109905110911fecb598ab291; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2e9b24f2b0c4eb6bab1ba8e4c5f64f907b37bea74d85e08432a7f79ddeb4fa46; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8b4c22a9614e68055d6e18238a0f4c363fa7b09885ba67f66103e5caacd6ec48; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 49521ae86c756aacb34c29801f846c3b620a570d3d766b80f441d8bbbfdaf89f; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e2e0091f99193a42f3cbe167b623b7e2b1f609bea4f04e58ec37c095b2bafe57; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e0e87b3392231f53bf9956e777b7d78bc61ec024ccfddc59a65ab1fbb5791ab4; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7a89f46b3c7a997a5bbb2ebf2bc0e2dc773235af3c97e03e69b6f699017e5f24; record id: ucpheno-20261022-result-edwards2026-assayformer-svd-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8aa05fe5f2b2f64c38d218f5465620793f5c717d390cd856c1409faa44873a74; record id: ucpheno-20261022-result-edwards2026-assayformer-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4a9ed795b0101d9ba87fccec7d058783f81b708b74f53fff6a32fb5cc32c3b8f; record id: ucpheno-20261022-result-edwards2026-assayllm-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 97153a28fea0390d9005c2b0d9ef02c3d3cad955563daf638877e0be1f0cf1a7; record id: ucpheno-20261022-result-edwards2026-assayllm-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bd8b11f4ab955c027b9538076b392db856cd1e0cb439f2d91ce1741db9e58c48; record id: ucpheno-20261022-result-edwards2026-assayllm-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f2b5e7fb14cb88ae516fb42a11c84c22749ee6551e72b4c281644765826d008b; record id: ucpheno-20261022-result-edwards2026-assayllm-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 486e2830ed8b4dac72a32b3905ada896a8b78e91af884ca2812cac7494a9c8dd; record id: ucpheno-20261022-result-edwards2026-assayllm-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c61db0a11ca3c57c3d780f6f2a0e79628380b96ce74183f002a722cfc553bc2f; record id: ucpheno-20261022-result-edwards2026-assayllm-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 787962b9c22651999b951c56dc2a27751d0d0f9eb3bc93ce1ff3d326de46d15f; record id: ucpheno-20261022-result-edwards2026-assayllm-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: aa72cded892c7e43564c932746c9d172c2d70028071bfef0f9e48f1fcf1744ae; record id: ucpheno-20261022-result-edwards2026-assayllm-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 517cf1de7e404bace560036ebb91685b3cbb9054d8db3392b090a18a15089321; record id: ucpheno-20261022-result-edwards2026-assayllm-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ae862486dd43c2e02f7ccbc17ba7d98a1f4dec3aa129efbd3d9e3dc04ea65bc5; record id: ucpheno-20261022-result-edwards2026-assayllm-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d4917b7868103d3c8b364246d6caf60e5c8b30984602e3c0f88f5fb91b22d456; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0cc982e14897060c068a732de89f0331a3586bc48d2867fde22281b89ba9200e; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fb4d5240ade1fcdff0a489ee5ed12baf6a100f6ada34acbfb8cfff8cab08ae26; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 14a24525c23312c02f33c2be8639d0416856c49ea16164afb211ec8f73f4a6fe; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: aed37d4d328eb06d2374b0866769c0d2544f77033ea157f30e6bf6946393a53f; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ffe86b3a083820c6b8d4d7ee073ca4cec42c57a3699d1563a1af4a4613e0b6a7; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 518d340bfb6c0ccec52d0a6bff3efacf6198f47eabecbf4dbb4b1001bfe2adec; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e9fb673f3aaba6e82cb508a51af40195d96a824e8cc82f4abfd2528934a2b509; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: af6b0ff59f6894abb9b37acb951ed761603b1ff708c1c081c431379d0babc99e; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2cb334d8e13711c5f66e5e1670676ff6ad12fec48e585215998cb8212c03849d; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6451f71661b3cc3a9ac68e01717df19149dc5ed8bbe11a443a68cb0c05249d84; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f761f1c991fb9154f25de62b3e38abd7fd6473b9b240b3a14f0ccb4aae043837; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f724bc41265ad1ec677c26938fec588db12dba7a0cd5c44f09659594f7e7d32c; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 81107ebb3c622a5da70f18829f5ea0cc8fbefb28303cc1a795508ba302dd35e4; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1119e8be1c792da3c39f7b30e17e14502957b0f04831c6598863bb99b83b63bf; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 51787d9b86914489212c40016a05a694f51a97625958a46f0ab60541bb483c20; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-handoff-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 848efacc89b33a1c68b0a6c23c94d524078ea48d4d2a1bb48a31f40e405a1d73; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1c1a9c51b3a385c3720d88440ad37c744467b5098cec39ca38c6c443c20e5564; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f6cf95176ddd2f72f8cdb88097479fb9e4653771a48609ed4a9b03d7f11468a9; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 38c641ee0e9904f7f40511416f5665a3291a351fa53d2c0fe3eda4f7cd1d46e5; record id: ucpheno-20261022-result-edwards2026-assayloop-assayllm-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 68bb514512d1915029ce1f8051d9066ba0aa861e0ce48d6c74cd62bb3608ccfd; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 67669f9de619f59cc54c65d09fba90f7d610b1b2e48e677a968be04cf1fac85a; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4bddfdc18a9cf0a53c792bbc00b0a8f54974fa054ef17b1bc07c98d003884bff; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7845375641b7b0e507470e1b363515efb200f11f0510bd7e6bf3e10b685c3d8a; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1f3887fa3cc3e79f908715103c14615a2a0cfa008cd442f7b286a5031212e879; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 39393cbec8071d47b15898eeb9719f20f48e85df9c5493ddce95d6beecaba31f; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4e25c30772b56dd0b5023be12ba96542ce5295f8b853566974e5e19d0fd2a852; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5ff179907157850aba7b575864a5ff66a0f37ad6303bbf91916dee0bf31009a8; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a7d980fecfad1e47ea1bcecaae9ad9ffdd61024f472e15b74da37e0cd7be6cef; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 02a685da9f8bac0665d0b8be5337819afd55fc09298f11318bfd80162d4b34bb; record id: ucpheno-20261022-result-edwards2026-assayloop-gemini-3-1-pro-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1077ac42d05d0d4c4dbf37a54f15f8bfda954ecaaad79d5419e41970937ab8ce; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e441fab790c6d82249da7590cbe421d241087fb6d188247a804cc0e8689c90a5; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fb4d5240ade1fcdff0a489ee5ed12baf6a100f6ada34acbfb8cfff8cab08ae26; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 24868ca9a58edce2e4e6994ed9fc93aeb118c428df51637cb55eb5ac350a0e22; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: aed37d4d328eb06d2374b0866769c0d2544f77033ea157f30e6bf6946393a53f; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7236e92b735ca3509f34b224d5c8594203be1a542bf6a89818f54b0b39dd5376; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dd14f886f0a9440d80078d2cb12fad6e6dc2b4b591e990a29054a14a10e71e20; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d7b78f647213de8b041201d0cf0c2a659f30bc7c7738672f76d5c1627ce9f965; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e1ab254451ca9723cea3a2afcb9842425c99e70d097d1b6c741a98e527c2048e; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7bc3e51b4a456fa98e6ba5df2d193b7bc3f797228a14e4bbe5591f1dcbb379d7; record id: ucpheno-20261022-result-edwards2026-assayloop-glm-5-1-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4a9ed795b0101d9ba87fccec7d058783f81b708b74f53fff6a32fb5cc32c3b8f; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9e2f617cf008e08346ad1ce7b492bc93863c03d895b19eb14708b8a592601031; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a608cfdf95793df558da54bab765cca347b04616bdce3c7ef4ad49bbf4c4a26c; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 754b26d53574326e86735c1296c662a30df2ae8b74c7156ab404730af5936cbb; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9d30df7d6a60d624b08c1f2da3402f63129a262f809e1f1042a0c0c4bfa86b89; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6a235a35b574cf18c16cc4ae90851b8a28a51452e6e6114a0507ff1e75c2dff2; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9e56f5a46123afcd65944a321a9a8a80bbea94f7778a8e5ed35bb37d549baf80; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fa09cb4afb6588606c57d15ed8a26ab31d9c5df887dba27d29a364702e5cd32c; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2ca48ce285a69d329e817b4c1b2178034f9be826bb8f96955c1917b099c28298; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 62648653d3c0d9056c5b8430e70ea1aac3800f05f7399ff28e7373e0d8b8c088; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-5-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 392f1c5a26197699f1cea0df49b549f120f74fdb439d45b2de888db912b49f93; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 67669f9de619f59cc54c65d09fba90f7d610b1b2e48e677a968be04cf1fac85a; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ceb9539931e3abc9557ae5932921abe0e37765961852893cb8e645a92d711a55; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c37e9e565a1fb5b6a4e137145b5417c33f9cd80e6b0c5f5c89ec4ed0881023a4; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4543370b4b2fd9f9a5b045461bc311529d7b94c70ddb2247f2484d174a61f6c8; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 99371e60c43b5907b0b3f6868c474a632ac3ffe97de370fb3c18b499da0e327e; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b08e544a6519238c38fb60d69407781a4e82d57871b3bd510dbad7a79127e559; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5ff179907157850aba7b575864a5ff66a0f37ad6303bbf91916dee0bf31009a8; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a7d980fecfad1e47ea1bcecaae9ad9ffdd61024f472e15b74da37e0cd7be6cef; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 38c641ee0e9904f7f40511416f5665a3291a351fa53d2c0fe3eda4f7cd1d46e5; record id: ucpheno-20261022-result-edwards2026-assayloop-gpt-5-6-sol-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3412240b8aac03f38d8fee3fb4ecb1ba8542730a75dc6fb83fe0856fe9a8f101; record id: ucpheno-20261022-result-edwards2026-biobo-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5de821873929912e5a499e1e63655cdff01757da5351b842a6a930259256bf41; record id: ucpheno-20261022-result-edwards2026-biobo-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f21ea0a6a7563dc11e921217a60db707573dcb4ae7f15bcf122ef8e8176a6c15; record id: ucpheno-20261022-result-edwards2026-biobo-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cf1e7e82b7d4d8eb0e9ce21480a04525cd5f082fa40d550403f07062b752dfc6; record id: ucpheno-20261022-result-edwards2026-biobo-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 99e14e81da667786ccb8de4b8190f1332e5fec6b852ac08017e42c4c2c368923; record id: ucpheno-20261022-result-edwards2026-biobo-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 587efadaa3a255827249100819e135bc8a6aca67296ba8108e5270d16cb16ca3; record id: ucpheno-20261022-result-edwards2026-biobo-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 64d3dc41ac464454037c525d9fedf36026566deba669e8aab84dab23ab3cdb00; record id: ucpheno-20261022-result-edwards2026-biobo-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3c59cdf697b7574d8a1ab5e682dd5c02734502d704845abe64c88a0f76707adc; record id: ucpheno-20261022-result-edwards2026-biobo-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bc54e0064388c8b8c55d7a3141a1161d56bebd48dc97cc90cc3b4957cbd39c0e; record id: ucpheno-20261022-result-edwards2026-biobo-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c4b95968afbbba30c008e5e3df893ea6f23ce69bc918c32734a4d910627355a1; record id: ucpheno-20261022-result-edwards2026-biobo-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d971d1d56d6c305dc3f18cab66eb13d81401ca1604055ee517e382ad8e0266a7; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8a59c09b9226c269e3f59e1fad0f42b9e1ee5c1c913599ddb8cc20843b9406db; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d5d5a07480ee9c151dab02101c935490b4ef53c99dbcfe5bccfa781b38e0143b; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7c4fca6c43d1010d7c1ab4a16bae5febe8a805109d429695474b0ffb976a4380; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 23b91c2c16fbe67dc9b700b18fd34dfe4078d77e73f90f834602b163e4787e7a; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 80da9ef78793aea8adcefca20b085f5adf27a8ecf01332f4d93fe76388fd97d2; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 98503460e3e374c17b12f66f5a6006eed52220972ac4c1808415a7d3ce5531cc; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2b843db8643db5697e34e0541387ae390727365706132063a0d428c3c24d1237; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 03319b61cfaa1d3b25b9e39674e480f0c8b957d70178d789e01fe36f7e950bd2; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 260f62239d75847e92fbf39e0996e2caea4a154ce8bfa737f11b55004d80eb26; record id: ucpheno-20261022-result-edwards2026-bpmf-greedy-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5d23bdb3d2e8f823a2da53905584b75a4bc66e57ccfa6b2ea88c3c325e6c57cb; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0062cc89be10f64eebcccf5e5a25bc6415064ce02f2e9f945b93dce9504b4539; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 104c976c57ec4c14eea051ec6ad06eda6d6590e0bd24f30761125f05e13687c6; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c6f9ebd0d02acc4a4b53458a874cf96679518ac7c116a0bc03ec872d2fd6bf96; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 433111deab3ff8de087b8bf94f312f473331d9cc1fb9e265404bdcc893dd6742; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 72996c0ed7de49fee42813925312c98e47ed942f5c02a37997999323b3f8c849; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 30e2b148674b977980d16170e9b10889c4eec2ea44b0e4786b7ace9af8bf9611; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 152d8da11cc6fffff168d7b7d6c7ddab9d7f149f675210a1190ac99beb0ae779; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 70b853a67cec2e28281493e4f53df61efde76f983ee94c6cefb6c1200df58144; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c986c02ff0344cf1069c500c9e3a92e5871e624ee61d6e318bf9a926f1c67110; record id: ucpheno-20261022-result-edwards2026-claude-haiku-4-5-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: abf2048c392398ac28f2d9506cf42cd0d703e6ed9592d8bd9b7405064546d6f8; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 854e29a32877e5688551f451b6b65da510bf2011a99d725d7d19dab0e811daf2; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 39259f1131efd3e399571da14152ef72c7632513516cf89df4ff93e3b7317a27; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4317aca37bb820ac6f798af161846c8fb6da5dcef3345e1cc6b7abb75aa08482; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8c69913a41147c9623b20536f966cfa30243641080732438fd30d9e3d681aab6; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 16293d31de84009be3030819dc7d48955f11e0cd9f5e9acbff7d490dba73d628; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b5961451eaae93e4a70ed3c1862e6e16efd91baf953f6a499b39f33233841668; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f5afd20a66e323ba0ff392964c92c0bca4ab67e97979b5d52e1f9bc0a785960c; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a01b79f9feec1749abff6f90eed069c9a100782dd6afebd53bdda5e1a0dc358e; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 881b5ab0487ebd082347ba329544f379cff31238acebd4368bbc45df81da8dd4; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b86bb1e32e644e88b5e508b0a8cf75c998a9c48a1fc4c5d9e19243423fefa6e6; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c6a04c153eecc464fe929711e39f9ed9514726dc6a108eb6eb4f2ba395ee7bc9; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8a69d90fd9c086f30f580a559b4c3abb8907ccb0a29467129c7a941113393e44; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6376e30a233c832fe0393012a57ca7b140432ac27c9fa34cfbe754e37c4b260b; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 253e643f8d3f80af1f67043f5ae001a8fec4cd8df73acaeaa5207f6cd2a89593; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1d99ba57bf08382220c42b4008db221e302da293159cd6ad732a0d4b25d7fe62; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2098fd0bb19612aeb19445a27ebb34fadcf6dc9e01c98292879a2af2ab27d559; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-no-labels-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 06923e8152b226f00a117090e318af8a74e64817ad0871d406672dc2133cede0; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 802c59996c79260c21fa93e924a3a0689c50b57ba99be3599c153dfafd6dc902; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1606c573500b2f3ee81477a8a3b807a6e7566b794774d723f191568ab2d7fa70; record id: ucpheno-20261022-result-edwards2026-claude-opus-4-8-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: db7ab4d6e2f623b67a48e687c88d348eac5987e37de06ae44245d61c436153d4; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0e3a5f5f9e1ad12e9d9f763154407a6620431cb83227a29179fa457d3d7f96d9; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6ac4fd969b4225ca139837a51fed171e0a5a4f5b30dfb846dbde679348219f16; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fc1cf18c97c4f213edf35b03d226e9c790690827fc057d86d525d9836b4c6dea; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4b1b441cd6bbac13b350fb9934a69087fde80ae31ecb1e476f82dc4502515796; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7d2f20306d31ee3c050b08cc21c11b3ea030b5c7995f1734790aa58e9a02bc60; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5bdcb37d716b25f9313452b20cb03d6e24d493f376f072dc2bd0061bd9fe7508; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 00a2312bbbb327a2219f18663bb9a43704568a0e642ef16aa13e6e9c0ec6462c; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fcca06dfdf8a295c28c881712ea37379c6600c57933e7308da626f3079dddc14; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f1a9f68933e0e5791bd8bf96c9462f71137a7a032c4aa3980663103c0a78b722; record id: ucpheno-20261022-result-edwards2026-claude-sonnet-4-6-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e09b577a8250bf45a7c6791406bd1442a39885e8f9609d973c57c107a0454d15; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 382c3a309cd6ae917114ade3bb57b30f618456eee681904607c7a80af941532b; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1fb6ffa45e6e8e89703c3ce9d110812a8d658cef2651990a138447bafdaeab8b; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7f0a3445b49e742424eefb53478651721cd2381cec9342b5edded76310f01b5a; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9cd12c7070c5d7845d20eb2aab5d56d0d9b865ce99fd54808d457377bc2ab12e; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 414066b56d3f4e0330606fa099151fae6d07289c3641ead831db2fc29ac05fc5; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 56c0d3553b5b3609c1c6ebf0b6b02f664bcb82b845177422247316eb1ed51822; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fa09cb4afb6588606c57d15ed8a26ab31d9c5df887dba27d29a364702e5cd32c; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9a67b08e2f6352a3ea5a7826c4f96ed5e649da9c77ade09dc526735a7db46149; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6c473a5b04338404b528f0f65e3c90cb248f8e1d4fed0408e779ea4f770fd02b; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c6f9ebd0d02acc4a4b53458a874cf96679518ac7c116a0bc03ec872d2fd6bf96; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ef14693dd66c197407bbd67a96f3c8017ea781b07a8e14c925dab7ebc3b27d55; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6a235a35b574cf18c16cc4ae90851b8a28a51452e6e6114a0507ff1e75c2dff2; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a6f80c11ad93ee58280bd5d90a2457305a9f96fe7334842d109ac4f6a8a10cb9; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f85c1842394ffc3febf48670966ea75d4ac07d9ea365a2259351bc182089fc3c; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f4acc3f1fb2851f5a7c6827516ec63556a2d992232ef3eed52305c757ad2fc22; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bacce55401237d06b251052706bb34b34284d916a615e6f012ab8a585c6b5e9c; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-no-labels-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 497d76ad9951cfd7be297f20e6addf0454feaabfb74efb394f3e0de3f4e176f4; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e6d15845a27ffc88b3330873d221819ebe09d7318290ad37182a0f2b3f6e15ac; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2315e05176c72607d5b5b810b9210650e7345372cb2342598a9c417bcbddcd70; record id: ucpheno-20261022-result-edwards2026-gemini-3-1-pro-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 30421fc34e0c5f74b40ed006c4a57979dc59b6ee13772987b6dd54203e00f075; record id: ucpheno-20261022-result-edwards2026-glm-5-1-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 36bf6855e4b814c7daece78e90d11bc63289aa44491a0edabb06e6ba86eda863; record id: ucpheno-20261022-result-edwards2026-glm-5-1-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8406fae674d6abf4d20b48447977194026f06fddf0695d99ce43a2aa96114b07; record id: ucpheno-20261022-result-edwards2026-glm-5-1-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 26039f333a764848c78dd24ef687a8573a31303f644c55942dfea8f81ab94d97; record id: ucpheno-20261022-result-edwards2026-glm-5-1-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6bb955064d5013a9d58ddb5a3c424aa9ed56eff6bcb22265053290d77bfeb8d9; record id: ucpheno-20261022-result-edwards2026-glm-5-1-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 72996c0ed7de49fee42813925312c98e47ed942f5c02a37997999323b3f8c849; record id: ucpheno-20261022-result-edwards2026-glm-5-1-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c782bb7f2d021085265bca22ff13a6b56de8995fc1c1cc4ddd07cc05e1807659; record id: ucpheno-20261022-result-edwards2026-glm-5-1-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 81aa419bb770511412bd70f26747f9e351ef9450486317cfa34084c93842e86a; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b08483305162d272846b9893a45e7289bf270118d1708e4f4275e554c1dbff3b; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a2e358b810ee3bb5d285d01432d3a94a2fb8392fef3c98905dfd72fea84e5595; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 183715de2741a6e1867eb7322434bd1a59e02c87005b1ab817934227325bd9f2; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5e3f4b7b11e758bfae2b2fa521c5690d5d6e4190c3d39ad137e3438f60b23d4f; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6ea5d3fd4bdabf279087f94e718bf7c3e01bba6780e70df13cf389c3949f7d3f; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 62c2323440dc142d5d5d125badac8ac5654ed4c67be6de2f84fe0e5b4947e25b; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bc2adec334c7813f9094359aba706ab9a3bbb8586c9aaff032d417e405435b6d; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6d53101c50931f2ab8b7b492e54cd4f5bfc5b8c76224031ab032eec86e49067f; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d2f43f9e9f9e7e656d86bf76bd18de2ae1fcb184f40af033698776a264771c06; record id: ucpheno-20261022-result-edwards2026-glm-5-1-no-labels-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dda2e4579dc1a5352ca25c178c2332d5f774601c93017316e5a986b70b408e3b; record id: ucpheno-20261022-result-edwards2026-glm-5-1-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9d05f35391dab379004c294401ae42edfe0ca6793dc7677f592b401728b84a8b; record id: ucpheno-20261022-result-edwards2026-glm-5-1-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc10a165cb58e832f30fd8e62dccdd7f35151f6b65877b62406a11aabb69f256; record id: ucpheno-20261022-result-edwards2026-glm-5-1-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dbac4b7cb12f11473df7a426a4fbb87b1912224f110f6fe68a759bf7d31fae6d; record id: ucpheno-20261022-result-edwards2026-glm-5-2-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8f1dc24b7dd2dd7d87f117ac0eb3f4bd90d21f79d9c692e21d219653fd28d476; record id: ucpheno-20261022-result-edwards2026-glm-5-2-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 209633dfcca2ce112385b52ff305fb1b45de00238047d8790fcac414d61cd093; record id: ucpheno-20261022-result-edwards2026-glm-5-2-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 183715de2741a6e1867eb7322434bd1a59e02c87005b1ab817934227325bd9f2; record id: ucpheno-20261022-result-edwards2026-glm-5-2-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3c7bcc7ff909292372261cc778995c0efb32367fe7c9f71c2ef553071b3b64cf; record id: ucpheno-20261022-result-edwards2026-glm-5-2-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 15bf94c2bd32e064a14ab57b97cba22a997f4359fc9c4da3f323374790665a68; record id: ucpheno-20261022-result-edwards2026-glm-5-2-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4210803faaf1401073d97e55d1dfdc95621c155703a774377a02ab6ab4da5bbb; record id: ucpheno-20261022-result-edwards2026-glm-5-2-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d6717157c653cdb11f3ade1148d2fab370cb73d6d3b277a1e9c25b1173c879d7; record id: ucpheno-20261022-result-edwards2026-glm-5-2-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e0e87b3392231f53bf9956e777b7d78bc61ec024ccfddc59a65ab1fbb5791ab4; record id: ucpheno-20261022-result-edwards2026-glm-5-2-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1617ada1a3eac72f7e0e1e8520c061393f2d2636627a911fa8e0c13bad6c26fe; record id: ucpheno-20261022-result-edwards2026-glm-5-2-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f59abdbff661c61f6dd6fe8cea0826b016c62d16f25109246caae82c0e78dbb8; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f7b4fe6f5ac80bbd4f8df041f9798f5d99a1096a229db5dbb8b6b78b9847149a; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4116eccd9f27bac7bb092ad241746a530d8556c15b994b1ae2dda7e7fd066cf1; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b44889707ee2db0c44e2d7b4593745a9a69ddd0025af59d83c758bb6e776afc3; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f54de736442af333243a1163b2ee2c2987bebe79c5905be91bb084f39eae5e21; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0b136afc73afb21b66f5c370c7ea02ceab407d3dc1c0cf756a33162a154cc578; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7566cf87bcca71b38ee302e187621fa8df3e3a9522e6005e7e85d4aa7f25c5b4; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 81107ebb3c622a5da70f18829f5ea0cc8fbefb28303cc1a795508ba302dd35e4; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3f160a7170ab40c4798d22c9302e34c5da6cdfbe71a17bf5fb79ab95864bdd43; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6ef187162a92b15ef05aeb04ced8d182629b949312fd6aace3ccf6ae71d5793f; record id: ucpheno-20261022-result-edwards2026-gpt-5-5-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ef97881870dd4a6a61b19fe932a6f0e5a8f617bd5fd0ed0ef8f78b49e6091c0e; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f5915bd502da2abe22ff758a54a11b06119dcf883af29870c6614a7b9da85b7b; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a09dc410c93faaac7b2ce64d20e57b426c9d4ea850f423d9f757ef3e924ba350; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4cc3c928d5d1e754eda7052010a477c1050f24117a101d3984670e263c7e463f; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 328abf701c4b64341d897296ea38b714b3bc751175d99301ecdba9aaa161b60f; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 917953d01f6bfd1cdb845fd5f3dcf0a3928b5835e8b60f9e8480f6fbacd5d260; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c52e787e2a5694b743ec77f1f56b5d57dd072fe4bc18ac35020e651160b16c7; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 800004f2fcabd12bc9bd2172f4153f15f9395ce5c879ba10b0991bc5384ae9b5; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2b552113835a8249439e539948039c6a439e85634d7360932e051679a3bb3e9d; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8a037378987eddfa219f894a36d8962322c318b3ae3e4311d605e991f357fc0f; record id: ucpheno-20261022-result-edwards2026-gpt-5-6-sol-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9322782e939e4b652aabbc564411a9e2a4aa618a0e3b694bc6a358e2fe14f3a7; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5afe092b6298353b916aea7017c812d53bd2e74660b951140e59e79d8606c445; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 599ff0f48b5657a6b7c6a1a75dd329308894842914929d2ba01d75b586e689ea; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2cb334d8e13711c5f66e5e1670676ff6ad12fec48e585215998cb8212c03849d; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e4ee77699fef1df061b037c4c30754d5824296bcbb72343a1ddf1c678d0c9b88; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a4da669155f67a5a75250a6ad54a04d6e4f93910562785e381388c17cd5207ea; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 632ae507584d9a3351b752c11c778f8e7d21317914994585c219085ec5bb704c; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3fe8b84801b61bd8a04cf3d850e830fe3a4fcfc05ce632a5ab44906d5a2f55f3; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: fb629cc6a09dabb3b7e0e0bb5eb2f920e5b6b0f33433631fe203e0ab93e315a6; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 03a52c3d065fad435ecb881813071fdfb6417d93478023cde422a1df6a1d7542; record id: ucpheno-20261022-result-edwards2026-haiku-4-5-coding-agent-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 804f07d4872613e9736c02281a116b9a7d337d2ef42af1eacb226684824919a8; record id: ucpheno-20261022-result-edwards2026-icbr-ef-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c8d1323789fbe01419eb61124ac1966f9f1e1a11ad9f02b502ef9888870768b; record id: ucpheno-20261022-result-edwards2026-icbr-ef-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: af6b0ff59f6894abb9b37acb951ed761603b1ff708c1c081c431379d0babc99e; record id: ucpheno-20261022-result-edwards2026-icbr-ef-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7d14d253c767c0eab4acb3660556f2ede9f4cb89daaefc695e15d66828a9cf62; record id: ucpheno-20261022-result-edwards2026-icbr-ef-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 37f5e2001fdd32c249f0f5ca109e169da5a7bc1bae6829e988a0d5e8f5fc724d; record id: ucpheno-20261022-result-edwards2026-icbr-ef-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a88ddcbaa9f7e1362fc1c703e6160bc01d5164e0c2f764cd58d7d9c3a61bd089; record id: ucpheno-20261022-result-edwards2026-icbr-ef-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1635717f164b557f3caac38db636bf251ed6b773892f8d4ec579e537271e3af4; record id: ucpheno-20261022-result-edwards2026-icbr-ef-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c9b5f08f7b09fead35b84f0a442102dbbbc87c0146392dd173320e2bea829f4a; record id: ucpheno-20261022-result-edwards2026-icbr-ef-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5175ee8cdbb71218155dc67d7d0d7dded7d0421433521eefb90dbe8d5f691f44; record id: ucpheno-20261022-result-edwards2026-icbr-ef-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0a0c7a8f4c87d57e8224eea256127838decde7ae4c5c5a2d65dc766876e915a8; record id: ucpheno-20261022-result-edwards2026-icbr-ef-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cfde9a53180ca17e21a48ad47f7e242944860fb3dd0d829058badfecab65452f; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 22c6fa79b9e575638789177674b8d69901df61832b71b780aea1287bce7028ab; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a09dc410c93faaac7b2ce64d20e57b426c9d4ea850f423d9f757ef3e924ba350; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 177e250e472febe63ee30788d44381d47b3e5623c3d51cc9205a7a7a08e06b0b; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 12cefd572b9877176862d2902614f5f032aac34c3057a214977979bd6eb35d63; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5844dd4cf5c11b97c53c08ce6ffac94845a80ba8ab235ad0356571d67b5f1fa4; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 14b79dd7ad95bef237df1446e9c4da55f5d1401f4dd4d363a19bda0470571e6f; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 12b32ff5eb026b8814db6d3d587ebfd2cce359cac44709d56c1dba48f05c6b95; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bcde7d4f2b871c0fdb2ae369820732ed4d3f5b41f7fd96c828db933d816206b7; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cc711043cbe5f9db2b117e50c2f1697a4b97b5b5da69b9d3f747a3d5e1333baf; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 86b01f8378436aec9a1db21469aa5478108203998edde8e614eb3aaa745a0540; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 438f9b775c83c8e3d7e78ed3aa6c8e8767fbd34d8d75f1d393f48e93c2f65333; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 32b64d19ebb0c71ec5483cc2ccfede10c2d80e423db034cb3bfc1a2b08049bad; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a0fcbf391e8c20752a63d1bae768f0aa726a9fe51d78537d104215e27cf2f56e; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6833b5b977a9e76f27164955b5ec7730b52b2cb01ecaf9a3d3847d91311e4956; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 75f590394c7a877a3f9443f45a2bcd71d3576d11fe0c64ec04f5b059130e6e84; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 04857b2296ddaede73dec2044239fac2a67f7d759beda8d94622d35c538a8535; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-no-labels-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 40680b248ca2858560dc9bea79de5ce8d5e11296bc5ede79c9f95b608ec61b87; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 120622b96d4f08daea0535c4bb9144914fd16ae94293fb16f261256c57c203cf; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d89373d52617eb7f4cb0a2795f1155beaa70d9009111c6053f3bafdd46ae7fb9; record id: ucpheno-20261022-result-edwards2026-kimi-k2-6-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c62f0e1926c9ad7179c5ff6869252e9a80257555cd20109bb2b1f19cda9843d0; record id: ucpheno-20261022-result-edwards2026-llmnn-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b4611054950dc373015509d4ec0e8409d4206a91cff2027014f786a5a93c85b8; record id: ucpheno-20261022-result-edwards2026-llmnn-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5fffe2072bfa90ca0f9c716056a4155780aaab40f38624573504a865f601a821; record id: ucpheno-20261022-result-edwards2026-llmnn-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 966b1c7ba1f3f8ad3fe7568adb482c39a146b48c65cb49c21fbd3b925175e163; record id: ucpheno-20261022-result-edwards2026-llmnn-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 818913487e94ff3047974a8dd2af28c7de2e429db996ca34a6b8ce0e3dbed545; record id: ucpheno-20261022-result-edwards2026-llmnn-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 703926eb016917ace07eb3e8666c2fa08e33f0ad4b88b58066fc162abbf6cf51; record id: ucpheno-20261022-result-edwards2026-llmnn-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bcfa61c2070b4fed9433687a0ef2fc3b5a55ce9fff83aa605e0419140cda66d5; record id: ucpheno-20261022-result-edwards2026-llmnn-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: edef1dae8d523c2bc94bc92978efa0ef946a9be2dd24bcfe054c85879eb72952; record id: ucpheno-20261022-result-edwards2026-llmnn-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d9b027e03990bb70faff4853ed7ed813b54b57e7577d0a94c6540c4fdf895a7c; record id: ucpheno-20261022-result-edwards2026-llmnn-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 87b0c4b010d71d21783c55e38ce036c25d79428e47985ca807cf90c243d0740d; record id: ucpheno-20261022-result-edwards2026-llmnn-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: adfbcabb76ef5f74623404f17b53eeef59104b0cd550e4c8a7d003594971d88d; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e31859798c52aa14f04e3cb5dcf7b0f57d7ac08ce156dc06d03a41a60a3668fe; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4c7868fc31907c717b4c0fcd5baaff67ceedecac265ca7575b77c53244e736df; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 937c9114a943a7f270bcca93ae2e85e9eff3d261b6dc2d5d3a780bcb111fd18c; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 88b6ab62dd7e2f53fc33aca282ed197e5c1a53da7c43f5ef9571e5d55d933256; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: cdc1390500200420f860588fa953da6c885ad092bc3e8fbe13ee86d501cd2e37; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6376e30a233c832fe0393012a57ca7b140432ac27c9fa34cfbe754e37c4b260b; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3fe8b84801b61bd8a04cf3d850e830fe3a4fcfc05ce632a5ab44906d5a2f55f3; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 814673bf2e5abad137a2a826b2ecd3b924f36fa0126667d2fbfd19bb4484b883; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5178af5bef76fac5075b93599123a400b829303a6a555d6d6f4f7022c7d1d79c; record id: ucpheno-20261022-result-edwards2026-maml-bpmf-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b8b15ba7d311af05e438a500f37eec8615462df1103b997924fbec03d06f1243; record id: ucpheno-20261022-result-edwards2026-prior-hit-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8706da2a0e5a8629850b5161d0092c028699e4ec180ab9e87c694c7dccc939e7; record id: ucpheno-20261022-result-edwards2026-prior-hit-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a608cfdf95793df558da54bab765cca347b04616bdce3c7ef4ad49bbf4c4a26c; record id: ucpheno-20261022-result-edwards2026-prior-hit-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d7867dc9aa8c3b5b9eaa457b586466f405f45df1c463ba861b243841d3864a91; record id: ucpheno-20261022-result-edwards2026-prior-hit-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7476bd473811d322d99328dc00c1a510d1dc635ce4f84249242689e85b05eff6; record id: ucpheno-20261022-result-edwards2026-prior-hit-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0f1bd5a3ca3edb699215693fdaeeaec02e89b18851f6469c0885c005b003de71; record id: ucpheno-20261022-result-edwards2026-prior-hit-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 98808313f2c3770ad188d870a0e33cb97c558a35c8f9825d725879be251a381c; record id: ucpheno-20261022-result-edwards2026-prior-hit-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9f2e772eed6feb0f471dedf7d590f10542599648141f30207fc5d90dd1158e28; record id: ucpheno-20261022-result-edwards2026-prior-hit-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c3d7b543189e743acb682105b301d255df09f020908589bac65174b4be179b14; record id: ucpheno-20261022-result-edwards2026-prior-hit-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9ede53befb4cbf4eb691504c64ab4094a7c8e80d35e6e5aa17bcaf3ea216478d; record id: ucpheno-20261022-result-edwards2026-prior-hit-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4ccde795fa97d9d90fc108f75294386ed09f2f78e9d0c633200efc9ae597230b; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 332111a9bec761470813aeb1adbe6434c1899343523ad02812d600225e3099b3; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5fffe2072bfa90ca0f9c716056a4155780aaab40f38624573504a865f601a821; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 498adb0bdc16b073ac69eefe83e75f4b2da6325bc0090d534d68f67f58f07ad3; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 84ce7164eeb2cc20837adb143b55222ce52e8e9f2e585136cee9aef5390271e1; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: da527dbef85c924e5c560fa217bfcfc1e2f6e52a83ce816be1cf773c6fb1e6fb; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1277e01b4405ae4e963963d607fef0f5f7e411aa0287290dfce4a73ac815368f; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f0cf31ed9f9f1ac46e7a7173ddf524deff7aabb2d87c26d9ed2e07e1ea02276b; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a602e6fb8b63edb7949a1672a2adfbaf1a057ee201bb978307c68373ff24656d; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a05294b78ef696628eb14661d4b6c781a7febeb743ca9ad59c0a8ae4dc1ee5d1; record id: ucpheno-20261022-result-edwards2026-probability-of-hit-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 74a467cb94ce9eeb0252e802a042d6cd36a1b837b22782ed8c231f18628975e9; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 774be0cfec453971a58b7410a31df4cc4c38c184fc67fa9490feeebaabe22d2f; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6c473a5b04338404b528f0f65e3c90cb248f8e1d4fed0408e779ea4f770fd02b; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 73c09a38a14f01e1c23749f1ff7aa56c754ecf98f2dd3c69abf9f1f81f2708fb; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3612b2a4e0d3e065891c42d519baa6d2934bacf9d3e4a6d1a70721b067acd8e2; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 65e768d49436f62357b72754cf6a880c3cf1c7546e797edfe894babf318db438; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d9aa03a3211c811c06bd0892376bdbb575f239b82142562d48db1001d5ded086; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d7d6c6f76c07543aaec6ae6d09ccb7dd0289b49bccd5c9e44b82a8123dd4f4af; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 238c7aa679f892e948f45182ef6efcaec66d0856d10f4c0f3ad6409d90f7032b; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1fb6ffa45e6e8e89703c3ce9d110812a8d658cef2651990a138447bafdaeab8b; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0b88092fe6a4894a132a7986816de9f74f39b4be8f0a6b7b5fb9222429f982c6; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 93fcc6ec033b521f8a75627ea57ba2fbe954149d5f669f239b686b709fee7921; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 5844dd4cf5c11b97c53c08ce6ffac94845a80ba8ab235ad0356571d67b5f1fa4; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 8ef175af32c55e92ed4870556eb64346c504dfb53163f49696038fc9e5d35691; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 726e8a9666d27f67b79872306333d609432905ab5164bc652425b3f9a8a681b1; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3349ea9354bf459b1be19dd6f5466ef9c149c98f44dcb4f80e9ee7bb584b3e54; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 162a5f4a850362835c35bd41a5b11f7d493d877d2013291a936b0240884a1176; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-no-labels-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: dc07f455ebf33b4b0983cc3a0814d573d18706795862374f74a4a846cf92c576; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: bcd174cf7d2d4e41301a8c6249fafc97cda5582337cc0a3cf97a3bf9e62ba296; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: aa968b17793fc640a33235fb5f45037f8c04f9d4ae6b7f0972785482851a5b98; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a3e8a8224311f6726a1a470e144d5d2fe692c99604fe7973bf632bc3de14dd62; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7441f280ea3d1a9d29457183122657bd25abbe15b45a985c601a50c5506f3104; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 7530183c1e47afcb7ae3249944fbf9a2c28d6fe9e4aa4a053463c4f4703650d0; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ef14693dd66c197407bbd67a96f3c8017ea781b07a8e14c925dab7ebc3b27d55; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a2440a39f151b796515d6c597739ade83f2482d9105e4710dccccc4c47d80df2; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a075a672832323f1ce6fb896ae744c7dd463848d6b488b31a3496c960a097492; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d23c41662dbc1d927c3453ccf69f398092423c3087e8a092ba12ce5a1cd278dd; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f3478efd6fb6562ca844b6cb54e5ac2f74f1e835b6f42a1479698ed258dea4a1; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: b021add5953b30c9c2d10bdff0676ae3df8b130cf39e510c7a5bb616bee64b28; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-sft-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6e4915fb7e2120eb0d00bae3c4f263e1f718872f93f38e91e2e67ae69793ea0f; record id: ucpheno-20261022-result-edwards2026-qwen3-6-27b-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 9ca536f038604a7b06cdf55bd271962d4cf71cb634f9e178c3eb118d8347efb8; record id: ucpheno-20261022-result-edwards2026-random-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d68f262ad9467c4040abdf5f82a1d2b03c0739cdcf6c83c936698786b1ad0a5b; record id: ucpheno-20261022-result-edwards2026-random-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 3dc1e17d47b90a6e7c49679651340b16292a13ed3dad8143803d7e00eab3e6c7; record id: ucpheno-20261022-result-edwards2026-random-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: de282ade202f36b01a4e8a10cbc7e47346e0f45df869381627a18e237233d633; record id: ucpheno-20261022-result-edwards2026-random-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 289e8613a2ba222493416582c124ebbb0865e83ae2d7f8844065f0fd8cbd5896; record id: ucpheno-20261022-result-edwards2026-random-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d0d40f42baf3dfb9f4c25277834c900311304b0474c9cb332b830cfe54ed9096; record id: ucpheno-20261022-result-edwards2026-random-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 27241f24d344b09e9ea6e9f09cf76b39b0ab52faf7184d653293e996965da7cc; record id: ucpheno-20261022-result-edwards2026-random-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: adde267b2ec49ca0a5d22ec488ad8418df5ffbec9d7b957a0d3a442961ebc804; record id: ucpheno-20261022-result-edwards2026-random-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 52d5bc81ba7368a8b082f9c1250c4d251a37e0860a7fdb3358629dd0b3156bd5; record id: ucpheno-20261022-result-edwards2026-random-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 86e99b6c19fc7c078010b96292fb8c859d7f4a79755578fb1bb4c61df353e45d; record id: ucpheno-20261022-result-edwards2026-random-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c9b536f69c1a375ca80c05c76e898c3136c9106ae1a0974b8729ce3cbd591a5; record id: ucpheno-20261022-result-edwards2026-rf-greedy-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 6986853ac3729c28fb4677c4a1714ce86abbe189138e0ebc6fdb280d43186bcf; record id: ucpheno-20261022-result-edwards2026-rf-greedy-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 4bddfdc18a9cf0a53c792bbc00b0a8f54974fa054ef17b1bc07c98d003884bff; record id: ucpheno-20261022-result-edwards2026-rf-greedy-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2cbdd3c8a2f669db6348784d2637a2e7bdd9941cc5b82dced19ea2b5c190b437; record id: ucpheno-20261022-result-edwards2026-rf-greedy-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d20d96005935c0bc667c5fe22c8c485a5c0792926335280ca07da6473db11db5; record id: ucpheno-20261022-result-edwards2026-rf-greedy-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: f5d2e8c8ffb23b8d1d6223f80aa9276c968cfb59103c437fdcb7b0a17ad7d93c; record id: ucpheno-20261022-result-edwards2026-rf-greedy-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 41a9b96e2742f2ccd797c544a55961643c43aab073ce488bd1a89b446b94904b; record id: ucpheno-20261022-result-edwards2026-rf-greedy-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1378f0da602ae451e3b268a934d1b9a3350086f2c6efed36f1ba9c00fcf3d399; record id: ucpheno-20261022-result-edwards2026-rf-greedy-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: de4ad2de35c3011022553f782c5175f394eafdefcae4d1a6625ca628bceed4bd; record id: ucpheno-20261022-result-edwards2026-rf-greedy-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 64c372654122a385e6be58940ba34c76410c178d7ad30bf1ab1bf7682f51b104; record id: ucpheno-20261022-result-edwards2026-rf-greedy-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1f75c71bb4431d7825936354f5cbe5478739158624672955fc41b2e596fef4e0; record id: ucpheno-20261022-result-edwards2026-rf-ucb-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a5872f4badaff798153c69d9280287260de0cd21aad3c3fbea60b15b37404a79; record id: ucpheno-20261022-result-edwards2026-rf-ucb-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: ceb9539931e3abc9557ae5932921abe0e37765961852893cb8e645a92d711a55; record id: ucpheno-20261022-result-edwards2026-rf-ucb-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d4bbe1464fd060c4b5818a3f0375cf2ade0efac29ffc72870ad5ca7246934694; record id: ucpheno-20261022-result-edwards2026-rf-ucb-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 136b8a91c35b22c9fd9897a32d5fdf8b87d13da37b8e1a78ef1313da5dfdb900; record id: ucpheno-20261022-result-edwards2026-rf-ucb-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: c2597e5491d8b8dd7aaad536ea765164a786d132f2814b3ff96a8559bfeb266b; record id: ucpheno-20261022-result-edwards2026-rf-ucb-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d992ca7c0ff3ca913e89fed7fc722fcceb13a23b97f638ebf1cbda2ab95e8756; record id: ucpheno-20261022-result-edwards2026-rf-ucb-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: d236d34eeb01cc9f342f17b0860c729e97b0ecbd56d8ab5de6a470e70724b6c7; record id: ucpheno-20261022-result-edwards2026-rf-ucb-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 311d1eded117c2c90615666198986e85c288f8ce4371459618ca868a8f7b8f34; record id: ucpheno-20261022-result-edwards2026-rf-ucb-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 655ade530a6048ec8323b9037056183279edfa05e2f1b06942851952a0c653a5; record id: ucpheno-20261022-result-edwards2026-rf-ucb-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 497d76ad9951cfd7be297f20e6addf0454feaabfb74efb394f3e0de3f4e176f4; record id: ucpheno-20261022-result-edwards2026-screen-knn-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 574d0f186b5a6f066f59f64146e7fe80c39924ba735181f0369cd38b3852ab46; record id: ucpheno-20261022-result-edwards2026-screen-knn-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: af6b0ff59f6894abb9b37acb951ed761603b1ff708c1c081c431379d0babc99e; record id: ucpheno-20261022-result-edwards2026-screen-knn-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 2c6fd73d68e0d02569ca5864f571b659e8e85f829ca92df77fecc92e86d3ad69; record id: ucpheno-20261022-result-edwards2026-screen-knn-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 076301d28c354de3c6567c06be8bad0524c324aa922fee5c40033b29f0551eb3; record id: ucpheno-20261022-result-edwards2026-screen-knn-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1c7cd6e707868cba7b840eb4f06a9f3feef2f5f14c1867a4d0897dcf34ed9db2; record id: ucpheno-20261022-result-edwards2026-screen-knn-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 00da5701d76ecf2016f8474ab6f70a2316f5d881580899933640cfe8fcc8d1d0; record id: ucpheno-20261022-result-edwards2026-screen-knn-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 41fcf4c65b7ba6f6cdf19dcd91610c732bacf9cf3ae5ebff9aa54b7d5d36bb4d; record id: ucpheno-20261022-result-edwards2026-screen-knn-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 1119e8be1c792da3c39f7b30e17e14502957b0f04831c6598863bb99b83b63bf; record id: ucpheno-20261022-result-edwards2026-screen-knn-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 64c372654122a385e6be58940ba34c76410c178d7ad30bf1ab1bf7682f51b104; record id: ucpheno-20261022-result-edwards2026-screen-knn-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 532bd009d6d8b5895462d19e836c84fcf10310a0034a0f17c1f11f0c5c2eb928; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-ef; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 64ebf1bb08c0b9680849a9a127471356c38407c483bad071d0c825667ad27e01; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-epb; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 0e69c7cb9978ff196e19eac56c8a9f66b85b22848f2bd7ae3e0bf9fd5a188b0b; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-epd; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: a40ac41dc488691d9933053668ee38240909ee7c22fadb26fd657c4cb73847e6; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-eps; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 52005c5e670d0b648e1f8b834aeb8f0ab1a5f39396e75d207c219c0daa0e0f16; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-ess; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 99bef4ec4605ffe27b603d93e5d683fee100053f2891a55cb21553be1e2e8170; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-fh; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 721c47d61c11691c766b544ef0653a72c5568c3eded700e4b7af041138342acf; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-nauc; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e2e0091f99193a42f3cbe167b623b7e2b1f609bea4f04e58ec37c095b2bafe57; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-po; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 18e6187483782b89521ab4e3f69ae598cda8c21ae64ffd52bf99b18cb2f9fb51; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-sf; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: e0f865cfbc68623748864d1ad9b96543e7e23012ea399c7fcdf8bd365d4a8d67; record id: ucpheno-20261022-result-edwards2026-transformer-dagger-vendi; fields: status; attributes.metric; attributes.metric_qualifier; attributes.printed_value; attributes.numeric_value; sha256: 80478bb594aec4ecdfee1589c494d5cfe508feb198416c566ea3d67a04258e3e; record id: ucpheno-20261022-source-edwards2026; fields: status; attributes.artifact_sha256; sha256: 914645d2c79d1f8cc600134935b43629bae79dadb77b9afb0397ab163f7eb963; record id: use-case-phenotype-perturbation-selection; fields: status; name; description; facets; attributes.question; attributes.decision; attributes.inputs; attributes.output; attributes.exclusions; attributes.setting; attributes.clinical_scope; attributes.intended_users; sha256: f00ad84ac33a7fc848a5df63f06252d4515e87648cf34342405b06f91a115fd4