rewire.it
Evaluation

Amino-acid composition + fixed ridge on FLIP2 Rhomax by_wild_type

Predict measured Rhomax wavelengths (nm) from amino-acid sequence on all 184 held-out archived test records. This selected split is not a complete FLIP2 score.

Evaluation results

1 evaluation · 2 metric rows. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Amino-acid composition + fixed ridge (FLIP2 Rhomax by_wild_type)Protocol: FLIP2 Rhomax by_wild_type
Dataset subset: FLIP2 Rhomax by_wild_type test subset
0.954819941821582 ndcg
dimensionless · higher

Uncertainty: Not reported

Coverage: 184/184

Rewire evaluation · source checked
Methods, coverage and source

Amino-acid composition + fixed ridge on FLIP2 Rhomax by_wild_type

FLIP2 Rhomax by_wild_type

Aggregation: Not reported

Amino-acid composition + fixed ridge: local execution report (20 September 2026); Amino-acid composition + fixed ridge: automated execution audit · metrics.ndcg
Configuration: Amino-acid composition + fixed ridge (FLIP2 Rhomax by_wild_type)Protocol: FLIP2 Rhomax by_wild_type
Dataset subset: FLIP2 Rhomax by_wild_type test subset
0.41818225155801514 spearman
dimensionless · higher

Uncertainty: Not reported

Coverage: 184/184

Rewire evaluation · source checked
Methods, coverage and source

Amino-acid composition + fixed ridge on FLIP2 Rhomax by_wild_type

FLIP2 Rhomax by_wild_type

Aggregation: Not reported

Amino-acid composition + fixed ridge: local execution report (20 September 2026); Amino-acid composition + fixed ridge: automated execution audit · metrics.spearman

Source checking is not independent reproduction. Release 2026-09-22-f58a0f1d267f.

Evaluation procedure

FLIP2 Rhomax by_wild_type

Configuration
Amino-acid composition + fixed ridge (FLIP2 Rhomax by_wild_type)
Protocol
FLIP2 Rhomax by_wild_type
Dataset subset
FLIP2 Rhomax by_wild_type test subset
origin
Rewire evaluation
configuration
1
protocol id
rewire-protocol-flip2-rhomax-by-wild-type-v1
dataset version
rewire-dataset-flip2-rhomax-by-wild-type-v3
split
canonical test
subset
flip2-rhomax-by-wild-type
population
184/184
inputs
Complete source sequence only; no assay labels during prediction
adaptation
train-only fitting
metric implementation
fcc5ab65e6753cf29aabbdae231cbb5cdf72a3dd40ba8f109802c33223b33536
aggregation
all held-out test rows of the selected target
budget
one local CPU evaluation; no hyperparameter search outside training

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
canonical test
Adaptation
train-only fitting
Scoring implementation
fcc5ab65e6753cf29aabbdae231cbb5cdf72a3dd40ba8f109802c33223b33536

Generate and evaluate predictions

This committed script regenerates the selected local evaluation with the recorded inputs and configuration. Sequence-control instructions execute all four controls; select this evaluation from their outputs. Raw prior predictions are private, so public evidence alone cannot rescore them.

FLIP2 Rhomax by_wild_type: reproduction instructions · Reproduce section

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

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.

142 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-22-f58a0f1d267f
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation

train-only fitting

Context-only references
FLIP2 Rhomax by_wild_type: reproduction instructions

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 75f50703210dc556d77fdfe8f1d28c3200121b5b78c5c6592a096d928b4ff7cc

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.adaptation

train-only fitting

Context-only references
Amino-acid composition + fixed ridge: local execution report (20 September 2026)

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: abd08d3f493428d06f43740c94e268575d755560e72120c73b294127acb395e6

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.aggregation

all held-out test rows of the selected target

Context-only references
FLIP2 Rhomax by_wild_type: reproduction instructions

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 75f50703210dc556d77fdfe8f1d28c3200121b5b78c5c6592a096d928b4ff7cc

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.aggregation

all held-out test rows of the selected target

Context-only references
Amino-acid composition + fixed ridge: local execution report (20 September 2026)

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: abd08d3f493428d06f43740c94e268575d755560e72120c73b294127acb395e6

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.budget

one local CPU evaluation; no hyperparameter search outside training

Context-only references
FLIP2 Rhomax by_wild_type: reproduction instructions

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 75f50703210dc556d77fdfe8f1d28c3200121b5b78c5c6592a096d928b4ff7cc

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.budget

one local CPU evaluation; no hyperparameter search outside training

Context-only references
Amino-acid composition + fixed ridge: local execution report (20 September 2026)

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: abd08d3f493428d06f43740c94e268575d755560e72120c73b294127acb395e6

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.dataset_version

rewire-dataset-flip2-rhomax-by-wild-type-v3

Context-only references
FLIP2 Rhomax by_wild_type: reproduction instructions

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 75f50703210dc556d77fdfe8f1d28c3200121b5b78c5c6592a096d928b4ff7cc

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.dataset_version

rewire-dataset-flip2-rhomax-by-wild-type-v3

Context-only references
Amino-acid composition + fixed ridge: local execution report (20 September 2026)

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: abd08d3f493428d06f43740c94e268575d755560e72120c73b294127acb395e6

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.inputs

Complete source sequence only; no assay labels during prediction

Context-only references
FLIP2 Rhomax by_wild_type: reproduction instructions

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 75f50703210dc556d77fdfe8f1d28c3200121b5b78c5c6592a096d928b4ff7cc

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.inputs

Complete source sequence only; no assay labels during prediction

Context-only references
Amino-acid composition + fixed ridge: local execution report (20 September 2026)

Original source ↗

metrics; coverage; protocol_results

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: ca73fa47136d182f2d4ddb083d084712198fc0e2
Retrieved: 2026-09-20T20:54:03Z

not individually reviewed

No individual claim review recorded

rewire run

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: abd08d3f493428d06f43740c94e268575d755560e72120c73b294127acb395e6

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-22-f58a0f1d267f · Record review: source checked

2 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: rewire-local-20260920-evaluation-flip2-composition

areas
proteins-complexes
origin
rewire_run
execution scope
complete_selected_evaluation
published score reproduction
false
protocol
FLIP2 Rhomax by_wild_type
version
1
source locator
metrics; coverage; protocol_results
original sdk scope
full
original sdk completion
complete
eligible count
184
scored count
184
missing count
0
coverage
184/184
suite complete
false
comparison
protocol id: rewire-protocol-flip2-rhomax-by-wild-type-v1; dataset version: rewire-dataset-flip2-rhomax-by-wild-type-v3; split: canonical test; subset: flip2-rhomax-by-wild-type; population: 184/184; inputs: Complete source sequence only; no assay labels during prediction; adaptation: train-only fitting; metric implementation: fcc5ab65e6753cf29aabbdae231cbb5cdf72a3dd40ba8f109802c33223b33536; aggregation: all held-out test rows of the selected target; budget: one local CPU evaluation; no hyperparameter search outside training
input information
Complete source sequence only; no assay labels during prediction
model configuration
alpha: 10; features: 40 amino-acid fractions; second component zero for Rhomax; fit intercept: true; target scaling: training-only StandardScaler; validation used: false
provenance
data verification: pinned_source_bytes; dataset version: zenodo-18433203-v3; evaluator url: https://github.com/J-SNACKKB/FLIP/blob/62cace8735f5610e2743cf06ce0f944b37fffaa6/baselines/aggregate.py#L131-L135; source csv sha256: 8e78f6a16cd5298131dca83130d4b94cc0ab4ae9c699460880441c19a65f656f; source sha256: 7c6d2f02cb89310378ac9897c321fbbd909fb0757ac88803dcce84f5f6b05ce3; source url: https://zenodo.org/api/records/18433203/files/rhomax/by_wild_type.csv.gz/content; split origin: Archived assignments: validation=True held out of training; upstream revision: 62cace8735f5610e2743cf06ce0f944b37fffaa6
predictions sha256
72ea3c506b8645ae6020207f904fbd5c0b09549cd125fcdcabfb487e68681b9c
prepared sha256
f417d43497e0c8c453bd7c66cfea05959b4d6d47462283096e42a2dae8b72419
execution
adapter: CompositionEmbeddings; adapter provenance: implementation: rewire-flip2-composition-v1; role: local learning control; not the published one-hot baseline; training overlap: No pretraining; protocol trains the regression head; batch size: 32; fitting: protocol_owned_probe; inference and fit seconds: 0.012007542005449068; mode: local_adapter; prediction type: embedding
timing seconds
evaluation: 0.010919874999672174
environment
architecture: arm64; container digest: unreported; container runtime: unreported; platform: macOS-26.6.2-arm64-arm-64bit; python: 3.11.13; rewirebench: 0.4.0; sdk code sha256: fcc5ab65e6753cf29aabbdae231cbb5cdf72a3dd40ba8f109802c33223b33536; sif sha256: unreported
run url
https://github.com/rewire-bio/rewire-benchmarks/blob/ca73fa47136d182f2d4ddb083d084712198fc0e2/research/local-runs-2026-09-20/flip2-composition/report.json
reproduction url
https://github.com/rewire-bio/rewire-benchmarks/blob/ca73fa47136d182f2d4ddb083d084712198fc0e2/research/local-runs-2026-09-20/README.md
limitations
One selected split or assay; no whole-suite score.; No published model score reproduction claim.; Raw predictions retained locally; hashes and inspected contribution bundle are public.; Single execution; no seed variability or uncertainty interval estimated.
reproduction
recipe owner id: rewire-protocol-flip2-rhomax-by-wild-type-v1; recipe id: local-20260920-flip2-repeat; applicability: generate_and_evaluate; explanation: This committed script regenerates the selected local evaluation with the recorded inputs and configuration. Sequence-control instructions execute all four controls; select this evaluation from their outputs. Raw prior predictions are private, so public evidence alone cannot rescore them.; source ids: rewire-local-20260920-instructions-flip2; source locator: Reproduce section
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