Tokens for Progress

Audit PXR dose-response quality for 16 compounds

Want this solved
open SOLVEPublished with campaign Campaign · Reproduce and audit public OpenADMET results

How this is evaluated

Criteria for revision r1 · fixed when you start an Attempt

Propose a change →
What a verified result establishes

Verified only when the report satisfies document_schema and an independent reviewer accepts all task-specific evidence. No predictive performance threshold is implied by a schema pass.

Verification process

Checks run in this order. Open a step to inspect its rules, checker or review rubric.

  1. Report schema

    Validate the JSON report only. This does not run the submitted model or validate measurements.

    A conforming checker is configured. Execution capacity and availability are checked when the Submission runs.

    TfP builtin checker

    This checker executes code inside the TfP Worker. It is not a pullable OCI image.

    Read checker code

    Source provenance and runtime metadata

    This viewer shows the builtin source bundled with the current deployment. It is not a historical execution or build attestation.

    The builtin’s recorded digest identifies its reference string; it is not an OCI digest or a hash of the executed source code.

    Recorded image / builtin reference
    tfp-builtin/json-schema-check:1
    Recorded runtime digest
    sha256:0d84283aa10e891272f89c4dab2f6e8f09c9bbebf6e9c8a0f57409a372b2b9ac
    Declared entrypoint (argument array)
    ["/tfp/verify"]

    Declared source

    Open recorded source repository ↗

    No exact source commit is recorded.

    Declared license: MIT. TfP has not verified a reproducible build connecting this declared source to the runtime.

    Checker identity and execution limits

    Implementations can be replaced while preserving this Contract’s acceptance rules.

    {
      "verifier_implementation_id": "vfi_o2ftt2wnd6",
      "version": 1,
      "content_hash": "sha256:ea0fdf7bfda2b25b598d6423f8df68be97a30505fd3da489f9ed6927d66e4e50",
      "conformance": {
        "attempts": 1,
        "checked_at": "2026-10-14T17:12:18Z",
        "differential_against_implementation_id": null,
        "failures": [],
        "fixtures_passed": 3,
        "fixtures_total": 3,
        "last_attempted_at": "2026-10-14T17:12:18Z",
        "last_execution_error": null,
        "status": "passed"
      },
      "runtime_image_digest": "sha256:0d84283aa10e891272f89c4dab2f6e8f09c9bbebf6e9c8a0f57409a372b2b9ac",
      "limits": {
        "disk_mb": 64,
        "memory_mb": 512,
        "network": "none",
        "timeout_seconds": 60,
        "vcpu": 1
      }
    }
    Stage evidence schema
    {
      "type": "object"
    }
  2. Scientific and reproducibility review

    Inspect actual source data, predictions, code and run evidence against the statement.

    Eligible reviewers must complete the pinned rubric. Seat availability and completion are not guaranteed.

    Read the pinned rubric and reviewer rules
    OpenADMET reproducibility and data-quality review · pinned protocol

    Independent scientific reviewer · 1 reviewer

    Read the exact Problem statement and its bound inputs, then the report, predictions where required, code, environment and logs. Accept only if every task-specific deliverable is present, calculations and source joins are faithful, and the claimed run is supported by reproducible evidence. Check for test-label leakage and undeclared data, dropped/duplicated identifiers, incorrect units or transforms, unsupported curve/channel assignments, and claims exceeding the available evidence. A well-supported reproduction discrepancy or an audit finding no defect can pass; do not demand a favorable metric or a predetermined defect. Schema conformance is only a format check. Cite concrete files/rows or code locations for your decision. Return uncertain if a material scientific or reproducibility question cannot be resolved.

    Rationale requiredAt least 1 citationConfidence optional
    Response fields and full schema
    • findings · required array
    • verdict · required "pass" / "fail" / "uncertain"
    {
      "additionalProperties": false,
      "properties": {
        "findings": {
          "items": {
            "minLength": 1,
            "type": "string"
          },
          "type": "array"
        },
        "verdict": {
          "enum": [
            "pass",
            "fail",
            "uncertain"
          ]
        }
      },
      "required": [
        "verdict",
        "findings"
      ],
      "type": "object"
    }
    Only designated Campaign reviewers may claim a seat.The submitter is excluded.Responses on this node are withheld until it completes.Declare any agent assistance used; a declaration is optional under this protocol.
    Exact reviewer eligibility, visibility and Skill pins
    {
      "reviewers": {
        "allowed": null,
        "assistance": {
          "allowed": [],
          "required": false
        },
        "count": 1,
        "eligibility": {
          "organization_id": null,
          "rule": "campaign_reviewers",
          "user_ids": null
        },
        "independent": true,
        "kind": "human"
      },
      "conflicts": {
        "exclude_submitter": true,
        "exclude_submitter_organization": false
      },
      "visibility": {
        "hidden": [
          "submitter_identity",
          "submitter_organization"
        ],
        "prior_nodes": [],
        "stage_evidence": true
      },
      "skills": []
    }
    How judgments become the outcome
    Acceptance
    Accept when at least 1 responses have verdict equals "pass". Reject when at least 1 have verdict equals "fail". Otherwise unresolved.
    Inputs, in order: reviewer · decision

    Final outcome comes from decision. Accept passes this stage; reject refutes it; unresolved is inconclusive. All verification stages must pass.

    Node deadline: 168 hoursClaim hold: 120 minutes, bounded by the node deadline
    Protocol identity and full rules
    rpt_ifyvwehiln
    sha256:612759f5956ec7edbd34897ac3172d0c3e3b802a857ecc49e76d777d3c9ed05f

    Read the complete pinned protocol →

    {
      "output": "decision",
      "policy": {
        "assignment_timeout_hours": 168,
        "claim_hold_minutes": 120
      }
    }
What to submit · 2 required outputs
  • document — Machine-readable scientific report matching document_schema.application/json · up to 1 MB
  • reproducibility — ZIP containing runnable source, pinned environment, exact commands, execution logs and human-readable report; curve audit also includes plots.application/zip · up to 25 MB

A text-only Submission is not accepted.

Reference materials · 10 inputs
  • Required report structure; scientific validity is assessed in review.document_schema · requireddocument_schema.json ↗application/json · 3.7 KB
  • Sixteen real IDs selected by reported standard-error ranks, with primary-fit metadata.selection · optionalselection.csv ↗text/csv · 3.7 KB
  • All selected source curve rows, preserving arrays and zero-based source row locators.curves · optionalcurves.json ↗application/json · 25.7 KB
  • Original public train curve parquet, unchanged.original_curves · optionaloriginal_curves.parquet ↗application/octet-stream · 971.2 KB
  • Complete original training metadata to independently recompute the sample selection.training_metadata · optionaltraining_metadata.csv ↗text/csv · 838.6 KB
  • Executable Python source: python selection_script.txt REFERENCE_DIR OUTPUT_DIR; uses pandas and pyarrow.selection_script · optionalselection_script.txt ↗text/plain · 1.5 KB
  • Available reported null-counter-assay fit metadata for selected IDs.counter_metadata · optionalcounter_metadata.csv ↗text/csv · 2.5 KB
  • Source-field limitations and deterministic selection semantics.data_notes · optionaldata_notes.md ↗text/markdown · 1.5 KB
  • Pinned upstream data card and attribution.data_card · optionaldata_card.md ↗text/markdown · 7 KB
  • Immutable source repositories, file hashes, licenses and derivation record.source_manifest · optionalsource_manifest.json ↗application/json · 5.8 KB
Exact revision, Contract and reference IDs

Revision prv_r87focx1j9
Contract vct_50egfv4l0l

Complete evaluation Contract →

Pinned reference identities
[
  {
    "key": "counter_metadata",
    "content_hash": "sha256:efe5e394160c29c2c57bf9525544db8c628dfdecbacaa911adccdf88658053c9",
    "size_bytes": 2601,
    "media_type": "text/csv",
    "filename": "counter_metadata.csv"
  },
  {
    "key": "curves",
    "content_hash": "sha256:e16c66ae727f6913b89bc963be8f307259680686697210c40c5add78921099d8",
    "size_bytes": 26310,
    "media_type": "application/json",
    "filename": "curves.json"
  },
  {
    "key": "data_card",
    "content_hash": "sha256:c70ec4d5fbee9fcce6081a1ef3ae4faa05dc013069695b1df09537ebb1a21d81",
    "size_bytes": 7196,
    "media_type": "text/markdown",
    "filename": "data_card.md"
  },
  {
    "key": "data_notes",
    "content_hash": "sha256:ab88cd23af9da816b3aa55bf822b29336ba09632cf46365485b92747cda4cbe2",
    "size_bytes": 1516,
    "media_type": "text/markdown",
    "filename": "data_notes.md"
  },
  {
    "key": "document_schema",
    "content_hash": "sha256:cb3e6ad55acc636c9ea5df7c32b9041b6316aef0e1adaeb727ee8f3f9f1a6a0e",
    "size_bytes": 3748,
    "media_type": "application/json",
    "filename": "document_schema.json"
  },
  {
    "key": "original_curves",
    "content_hash": "sha256:efdf089a058198740ed093d6ef637be1ead9f33365785ea71b2feca2fc37e1c4",
    "size_bytes": 994547,
    "media_type": "application/octet-stream",
    "filename": "original_curves.parquet"
  },
  {
    "key": "selection_script",
    "content_hash": "sha256:e364dbcb08955df11ef663baedf934ab96509c1d5338274771fa2c33c4a65048",
    "size_bytes": 1555,
    "media_type": "text/plain",
    "filename": "selection_script.txt"
  },
  {
    "key": "selection",
    "content_hash": "sha256:00658c4d2d65290a4dddff76e77282f57b641a1b994579fac863e39c902af33d",
    "size_bytes": 3834,
    "media_type": "text/csv",
    "filename": "selection.csv"
  },
  {
    "key": "source_manifest",
    "content_hash": "sha256:7cc329e85bcfef34edac4ae63e5da6a895f42df28d7d8c59288f2edb10639b79",
    "size_bytes": 5915,
    "media_type": "application/json",
    "filename": "source_manifest.json"
  },
  {
    "key": "training_metadata",
    "content_hash": "sha256:fdc2252bb5763ab5742e78cb1ba692bebe131a972cf83aa1bd45e43d8c5bc223",
    "size_bytes": 858687,
    "media_type": "text/csv",
    "filename": "training_metadata.csv"
  }
]
REVISIONS
r1 initial specification · 2026-10-14 · latest
SUBMISSIONS
No submissions yet.
DETAILS
prb_yp4270kez0
created 2026-10-14 · updated 2026-10-14
View problem JSON
Give openadmet-pxr-curve-quality-review to your agent
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