Datasets:
Tasks:
Text Generation
Languages:
English
Size:
n<1K
Tags:
structured-editing
structured-edit-interface-study
language-model-interfaces
verified-code-edits
fail-closed-evaluation
software-engineering-agents
License:
Dataset Preview
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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
affinityStratum: string
bugClass: string
contentReleaseDecision: string
expressibilityClass: string
filesAllowlist: list<item: string>
child 0, item: string
fixedSourceSha256: string
fixtureMetadataSha256: string
fixtureProvenance: struct<calibrationStudy: string, selectionAlgorithm: string, selectionSeed: string, upstreamProtocol (... 77 chars omitted)
child 0, calibrationStudy: string
child 1, selectionAlgorithm: string
child 2, selectionSeed: string
child 3, upstreamProtocol: string
child 4, upstreamTaskId: string
child 5, source: string
child 6, stratumConstraints: string
guidanceClass: string
hiddenEvaluatorSha256: string
issueStatement: string
language: string
ordinal: int64
primaryAggregate: bool
promptHashes: struct<R: string, RN: string, U0: string, U1: string>
child 0, R: string
child 1, RN: string
child 2, U0: string
child 3, U1: string
protocolId: string
rPromptEqualsRnPrompt: bool
recordKind: string
schemaVersion: int64
sourcePaths: list<item: string>
child 0, item: string
sourceSha256: string
studyId: string
taskId: string
title: string
visibleEvaluatorSha256: string
withheldFields: list<item: string>
child 0, item: string
applicationFailureKind: string
materializationAccepted: bool
registeredTerminalClassification: string
offlineExportProviderRequests: int64
attemptNumber: int64
decodedPatchSha256: string
nativeEnvelopeSchemaVersion: int64
providerRequestsDuringExport: int64
lfAppended: bool
finalAssistantAnswerBytes: int64
sourceEvi
...
reservationFallbackCostUsd: double>
child 0, confirmedCostUsd: double
child 1, reservationFallbackCostUsd: double
transportConstructedDuringExport: bool
visibleEvaluationOk: bool
modelKey: string
usageSummary: struct<completionTokens: int64, promptTokens: int64, totalTokens: int64>
child 0, completionTokens: int64
child 1, promptTokens: int64
child 2, totalTokens: int64
applicabilityFailure: bool
rawHashMatchesTerminalEvidence: bool
registeredMaterializationAccepted: bool
promptSha256: string
parameterization: string
liveProtocolId: string
fenceRemoved: bool
registeredApplyOk: bool
httpStatusClass: string
requestOrdinal: int64
displayName: string
nativeEnvelopeSchemaValid: bool
hiddenEvaluationOk: bool
oneOuterFence: struct<applyOk: bool, fenceRemoved: null, hiddenPass: bool, lfAppended: bool, materializationAccepte (... 320 chars omitted)
child 0, applyOk: bool
child 1, fenceRemoved: null
child 2, hiddenPass: bool
child 3, lfAppended: bool
child 4, materializationAccepted: bool
child 5, materializationOutputKind: string
child 6, materializationRejectedKind: string
child 7, parserInputSha256: string
child 8, parserInputUsesIdenticalRawBytes: bool
child 9, policy: string
child 10, responseSha256: string
child 11, shadowFenceApplicable: bool
child 12, shadowFenceReason: string
child 13, shadowFenceRemoved: bool
child 14, terminalClassification: string
child 15, visiblePass: bool
applicationOk: bool
responseSha256: string
modelId: string
to
{'answerSource': Value('string'), 'applicationOk': Value('bool'), 'arm': Value('string'), 'attemptNumber': Value('int64'), 'costSummary': {'confirmedCostUsd': Value('float64'), 'reservationFallbackCostUsd': Value('float64')}, 'displayName': Value('string'), 'finalAssistantAnswer': Value('string'), 'finalAssistantAnswerBytes': Value('int64'), 'finalAssistantAnswerSha256': Value('string'), 'hiddenEvaluationOk': Value('bool'), 'httpStatusClass': Value('string'), 'infrastructureValid': Value('bool'), 'latencyMs': Value('int64'), 'liveProtocolId': Value('string'), 'materializationAccepted': Value('bool'), 'modelId': Value('string'), 'modelKey': Value('string'), 'nativeStrict': {'applyOk': Value('bool'), 'fenceRemoved': Value('null'), 'hiddenPass': Value('bool'), 'lfAppended': Value('bool'), 'materializationAccepted': Value('bool'), 'materializationOutputKind': Value('string'), 'materializationRejectedKind': Value('string'), 'parserInputSha256': Value('string'), 'parserInputUsesIdenticalRawBytes': Value('bool'), 'policy': Value('string'), 'responseSha256': Value('string'), 'shadowFenceApplicable': Value('bool'), 'shadowFenceReason': Value('string'), 'shadowFenceRemoved': Value('bool'), 'terminalClassification': Value('string'), 'visiblePass': Value('bool')}, 'offlineExportProviderRequests': Value('int64'), 'oneOuterFence': {'applyOk': Value('bool'), 'fenceRemoved': Value('null'), 'hiddenPass': Value('bool'), 'lfAppended': Value('bool'), 'materializationAccepted': Value('bool'), 'ma
...
n': Value('string'), 'registeredTerminalPolicy': Value('string'), 'requestOrdinal': Value('int64'), 'responseSha256': Value('string'), 'schemaVersion': Value('int64'), 'sourceEvidenceScope': Value('string'), 'sourceSha256': Value('string'), 'strippedPromptSha256': Value('string'), 'studyId': Value('string'), 'taskId': Value('string'), 'transportConstructedDuringExport': Value('bool'), 'transportFailureClass': Value('string'), 'usageSummary': {'completionTokens': Value('int64'), 'promptTokens': Value('int64'), 'totalTokens': Value('int64')}, 'visibleEvaluationOk': Value('bool'), 'visibleEvaluatorSha256': Value('string'), 'affinityStratum': Value('string'), 'applicabilityFailure': Value('bool'), 'applicationFailureKind': Value('string'), 'decodedPatchSha256': Value('string'), 'expressibilityClass': Value('string'), 'fenceRemoved': Value('bool'), 'guidanceClass': Value('string'), 'lfAppended': Value('bool'), 'materializationOutputKind': Value('string'), 'materializationRejectedKind': Value('string'), 'nativeEnvelopeKind': Value('string'), 'nativeEnvelopeSchemaValid': Value('bool'), 'nativeEnvelopeSchemaVersion': Value('int64'), 'nativeJsonParseValid': Value('bool'), 'offlineReconciliationLabel': Value('string'), 'rawHashMatchesSidecar': Value('bool'), 'rawHashMatchesTerminalEvidence': Value('bool'), 'registeredApplyOk': Value('bool'), 'registeredMaterializationAccepted': Value('bool'), 'sourceEvidenceTip': Value('string'), 'terminalEvidenceHashStableDuringReplay': Value('bool')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
affinityStratum: string
bugClass: string
contentReleaseDecision: string
expressibilityClass: string
filesAllowlist: list<item: string>
child 0, item: string
fixedSourceSha256: string
fixtureMetadataSha256: string
fixtureProvenance: struct<calibrationStudy: string, selectionAlgorithm: string, selectionSeed: string, upstreamProtocol (... 77 chars omitted)
child 0, calibrationStudy: string
child 1, selectionAlgorithm: string
child 2, selectionSeed: string
child 3, upstreamProtocol: string
child 4, upstreamTaskId: string
child 5, source: string
child 6, stratumConstraints: string
guidanceClass: string
hiddenEvaluatorSha256: string
issueStatement: string
language: string
ordinal: int64
primaryAggregate: bool
promptHashes: struct<R: string, RN: string, U0: string, U1: string>
child 0, R: string
child 1, RN: string
child 2, U0: string
child 3, U1: string
protocolId: string
rPromptEqualsRnPrompt: bool
recordKind: string
schemaVersion: int64
sourcePaths: list<item: string>
child 0, item: string
sourceSha256: string
studyId: string
taskId: string
title: string
visibleEvaluatorSha256: string
withheldFields: list<item: string>
child 0, item: string
applicationFailureKind: string
materializationAccepted: bool
registeredTerminalClassification: string
offlineExportProviderRequests: int64
attemptNumber: int64
decodedPatchSha256: string
nativeEnvelopeSchemaVersion: int64
providerRequestsDuringExport: int64
lfAppended: bool
finalAssistantAnswerBytes: int64
sourceEvi
...
reservationFallbackCostUsd: double>
child 0, confirmedCostUsd: double
child 1, reservationFallbackCostUsd: double
transportConstructedDuringExport: bool
visibleEvaluationOk: bool
modelKey: string
usageSummary: struct<completionTokens: int64, promptTokens: int64, totalTokens: int64>
child 0, completionTokens: int64
child 1, promptTokens: int64
child 2, totalTokens: int64
applicabilityFailure: bool
rawHashMatchesTerminalEvidence: bool
registeredMaterializationAccepted: bool
promptSha256: string
parameterization: string
liveProtocolId: string
fenceRemoved: bool
registeredApplyOk: bool
httpStatusClass: string
requestOrdinal: int64
displayName: string
nativeEnvelopeSchemaValid: bool
hiddenEvaluationOk: bool
oneOuterFence: struct<applyOk: bool, fenceRemoved: null, hiddenPass: bool, lfAppended: bool, materializationAccepte (... 320 chars omitted)
child 0, applyOk: bool
child 1, fenceRemoved: null
child 2, hiddenPass: bool
child 3, lfAppended: bool
child 4, materializationAccepted: bool
child 5, materializationOutputKind: string
child 6, materializationRejectedKind: string
child 7, parserInputSha256: string
child 8, parserInputUsesIdenticalRawBytes: bool
child 9, policy: string
child 10, responseSha256: string
child 11, shadowFenceApplicable: bool
child 12, shadowFenceReason: string
child 13, shadowFenceRemoved: bool
child 14, terminalClassification: string
child 15, visiblePass: bool
applicationOk: bool
responseSha256: string
modelId: string
to
{'answerSource': Value('string'), 'applicationOk': Value('bool'), 'arm': Value('string'), 'attemptNumber': Value('int64'), 'costSummary': {'confirmedCostUsd': Value('float64'), 'reservationFallbackCostUsd': Value('float64')}, 'displayName': Value('string'), 'finalAssistantAnswer': Value('string'), 'finalAssistantAnswerBytes': Value('int64'), 'finalAssistantAnswerSha256': Value('string'), 'hiddenEvaluationOk': Value('bool'), 'httpStatusClass': Value('string'), 'infrastructureValid': Value('bool'), 'latencyMs': Value('int64'), 'liveProtocolId': Value('string'), 'materializationAccepted': Value('bool'), 'modelId': Value('string'), 'modelKey': Value('string'), 'nativeStrict': {'applyOk': Value('bool'), 'fenceRemoved': Value('null'), 'hiddenPass': Value('bool'), 'lfAppended': Value('bool'), 'materializationAccepted': Value('bool'), 'materializationOutputKind': Value('string'), 'materializationRejectedKind': Value('string'), 'parserInputSha256': Value('string'), 'parserInputUsesIdenticalRawBytes': Value('bool'), 'policy': Value('string'), 'responseSha256': Value('string'), 'shadowFenceApplicable': Value('bool'), 'shadowFenceReason': Value('string'), 'shadowFenceRemoved': Value('bool'), 'terminalClassification': Value('string'), 'visiblePass': Value('bool')}, 'offlineExportProviderRequests': Value('int64'), 'oneOuterFence': {'applyOk': Value('bool'), 'fenceRemoved': Value('null'), 'hiddenPass': Value('bool'), 'lfAppended': Value('bool'), 'materializationAccepted': Value('bool'), 'ma
...
n': Value('string'), 'registeredTerminalPolicy': Value('string'), 'requestOrdinal': Value('int64'), 'responseSha256': Value('string'), 'schemaVersion': Value('int64'), 'sourceEvidenceScope': Value('string'), 'sourceSha256': Value('string'), 'strippedPromptSha256': Value('string'), 'studyId': Value('string'), 'taskId': Value('string'), 'transportConstructedDuringExport': Value('bool'), 'transportFailureClass': Value('string'), 'usageSummary': {'completionTokens': Value('int64'), 'promptTokens': Value('int64'), 'totalTokens': Value('int64')}, 'visibleEvaluationOk': Value('bool'), 'visibleEvaluatorSha256': Value('string'), 'affinityStratum': Value('string'), 'applicabilityFailure': Value('bool'), 'applicationFailureKind': Value('string'), 'decodedPatchSha256': Value('string'), 'expressibilityClass': Value('string'), 'fenceRemoved': Value('bool'), 'guidanceClass': Value('string'), 'lfAppended': Value('bool'), 'materializationOutputKind': Value('string'), 'materializationRejectedKind': Value('string'), 'nativeEnvelopeKind': Value('string'), 'nativeEnvelopeSchemaValid': Value('bool'), 'nativeEnvelopeSchemaVersion': Value('int64'), 'nativeJsonParseValid': Value('bool'), 'offlineReconciliationLabel': Value('string'), 'rawHashMatchesSidecar': Value('bool'), 'rawHashMatchesTerminalEvidence': Value('bool'), 'registeredApplyOk': Value('bool'), 'registeredMaterializationAccepted': Value('bool'), 'sourceEvidenceTip': Value('string'), 'terminalEvidenceHashStableDuringReplay': Value('bool')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
answerSource string | applicationOk bool | arm string | attemptNumber int64 | costSummary dict | displayName string | finalAssistantAnswer string | finalAssistantAnswerBytes int64 | finalAssistantAnswerSha256 string | hiddenEvaluationOk bool | httpStatusClass string | infrastructureValid bool | latencyMs int64 | liveProtocolId string | materializationAccepted bool | modelId string | modelKey string | nativeStrict dict | offlineExportProviderRequests int64 | oneOuterFence dict | parameterization string | primaryAggregate bool | promptSha256 string | protocolId string | providerRequestsDuringExport int64 | recordKind string | registeredTerminalClassification string | registeredTerminalPolicy string | requestOrdinal int64 | responseSha256 string | schemaVersion int64 | sourceEvidenceScope string | sourceSha256 string | strippedPromptSha256 string | studyId string | taskId string | transportConstructedDuringExport bool | transportFailureClass string | usageSummary dict | visibleEvaluationOk bool | visibleEvaluatorSha256 string | affinityStratum string | applicabilityFailure bool | applicationFailureKind string | decodedPatchSha256 string | expressibilityClass string | fenceRemoved bool | guidanceClass string | lfAppended bool | materializationOutputKind string | materializationRejectedKind string | nativeEnvelopeKind string | nativeEnvelopeSchemaValid bool | nativeEnvelopeSchemaVersion int64 | nativeJsonParseValid bool | offlineReconciliationLabel string | rawHashMatchesSidecar bool | rawHashMatchesTerminalEvidence bool | registeredApplyOk bool | registeredMaterializationAccepted bool | sourceEvidenceTip string | terminalEvidenceHashStableDuringReplay bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
modelResponseText | false | U0 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"--- ordered_set.py\n+++ ordered_set.py\n@@ -21,6 +21,8 @@ class OrderedSet:\n return iter(self.dict)\n\n # BUG: __reversed__ is missing — reversed(ordered_set) raises TypeError\n+\n+ def __reversed__(self):\n+ return reversed(self.dict)\n\n... | 397 | 443cb8be88c2f4d4f9f541157feb4063a82a7c73403badf14d52d1bbf570886e | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h01 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/ordered_set.py b/ordered_set.py\n--- a/ordered_set.py\n+++ b/ordered_set.py\n@@ -20,3 +20,8 @@ class OrderedSet:\n return iter(self.dict)\n\n- # BUG: __reversed__ is missing — reversed(ordered_set) raises TypeError\n+ def __reversed__(self):\n... | 435 | 25e326ca0391e1109e891c22df4175cc89150870a8d9d7072f923ed0d76518d5 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h01 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | true | GIT_APPLY_CHECK_FAILED | d5cb5075e5280979aa81659a7968dd13d14f5a7c75eddcd7b5267b39dea5387e | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | false | null | null | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"ordered_set.py","oldText":" # BUG: __reversed__ is missing — reversed(ordered_set) raises TypeError","newText":" def __reversed__(self):\n return reversed(self.dict)"} | 232 | ac78eefcb41d2657762fc19870d7f7137980cacb5935f43488beddb37ee81c6b | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h01 | null | null | null | true | null | HIGH_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"ordered_set.py","oldText":" # BUG: __reversed__ is missing — reversed(ordered_set) raises TypeError","newText":" def __reversed__(self):\n return reversed(self.dict)"} | 232 | ac78eefcb41d2657762fc19870d7f7137980cacb5935f43488beddb37ee81c6b | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h01 | null | null | null | true | null | HIGH_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | false | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "@@ -45,7 +45,7 @@ def num_mock_patch_args(patchings, mock_sentinel, ut_mock_sentinel):\n if not patchings:\n return 0\n sentinels = [s for s in [mock_sentinel, ut_mock_sentinel] if s is not None]\n- return len(\n- [p for p i... | 538 | bcfe1e10a635c148807419a8874cdb6d3bea4c6a31fbeff3571a0b53e4c8f649 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h02 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/mock_compat.py b/mock_compat.py\n--- a/mock_compat.py\n+++ b/mock_compat.py\n@@ -40,7 +40,7 @@ def num_mock_patch_args(patchings, mock_sentinel, ut_mock_sentinel):\n \"\"\"\n if not patchings:\n return 0\n- sentinels = [s for s in... | 601 | a36e536eb37f535ce74025cd05df77003e0ec36fedf1c5ba89dceb942ad9a762 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h02 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"mock_compat.py","oldText":"p.new in sentinels","newText":"p.new is mock_sentinel or p.new is ut_mock_sentinel"} | 161 | ca1381d3b3f223a2bba074a72fd8cdea4ae2208b03334a1574d2bf29a825dda5 | null | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_TARGET_AMBIGUOUS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h02 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | true | EXACT_REPLACE_TARGET_AMBIGUOUS | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | RN | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "mock_compat.py",
"oldText": "p.new in sentinels",
"newText": "p.new is mock_sentinel or p.new is ut_mock_sentinel"
}
``` | 194 | 2dc0b11661ae7a45d7d03689d8bcae0b68cf0badb98d3e8d26384d3ee9992344 | null | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_TARGET_AMBIGUOUS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h02 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | GUIDED | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/pipeline.py b/pipeline.py\n--- a/pipeline.py\n+++ b/pipeline.py\n@@ -30,3 +30,8 @@ class Pipeline(BaseEstimator):\n if trans is not None and trans != \"passthrough\":\n yield idx, name, trans\n+\n+ def __len__(self):\n+ ... | 390 | 6defd7dd0b15b14c45d20df30c21dcbc17f3ed9082f9b46996acbe97280fee78 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h03 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/pipeline.py b/pipeline.py\n--- a/pipeline.py\n+++ b/pipeline.py\n@@ -18,1 +18,6 @@ class Pipeline(BaseEstimator):\n # BUG: __len__ is missing — len(pipeline) should return len(self.steps)\n+ def __len__(self):\n+ return len(self.steps)... | 664 | 02f25133e9fb543e8bfd833d85087ea6119cfa6aa0c1568c81f7e43d175128d7 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h03 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"pipeline.py","oldText":" def __getitem__(self, ind):","newText":" def __len__(self):\n return len(self.steps)\n def __getitem__(self, ind):"} | 207 | a4ee59bdb38fd78ebf9da0593fc76d6838b54423e590dba49bb2058fd5173c32 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h03 | null | null | null | true | null | HIGH_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | RN | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"pipeline.py","oldText","# BUG: __len__ is missing — len(pipeline) should return len(self.steps)","newText","\n def __len__(self):\n return len(self.steps)"} | 218 | d3650de31ee6ea7c6c5a502f796c2a42e92c129d905cd50fd4e235e901ff91d1 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h03 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | false | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"---\n// gate_check.cjs — access gate checker\n\nfunction isAdmin(user) {\n return user && user.role === \"admin\";\n}\n\nfunction isActive(user) {\n return user && user.active === true;\n}\n\nfunction canAccess(user, resource) {\n // BUG: uses || (OR) instead of && (... | 819 | d4f6da582f430614650c1d6b440b4c3d0c99e8c8f51963c6c2ebf01bb8c2e2e1 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h04 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | APPLICATION_FAILED_OTHER | 4746c14d018dd789dfdb95277c367565407ccb2c73dfc8bbac08bf79b1ae796b | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | MALFORMED_PATCH | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/gate_check.cjs b/gate_check.cjs\n--- a/gate_check.cjs\n+++ b/gate_check.cjs\n@@ -13,7 +13,7 @@ function canAccess(user, resource) {\n // BUG: uses || (OR) instead of && (AND) — active admins should access\n // but currently any active user OR an... | 498 | 4553f4a9e49625c7060637f3303f8ffc01672284e144c11aa505dfc5f18d253e | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h04 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | R | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "gate_check.cjs",
"oldText": "if (isAdmin(user) || isActive(user)) {",
"newText": "if (isAdmin(user) && isActive(user)) {"
}
``` | 201 | ef8b2e6e86dbb9958c6338cc7224acfe0590de7595830a2b9b2b60ed36ebc167 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h04 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | ```json
{"schemaVersion":2,"kind":"exact_replace","path":"gate_check.cjs","oldText":" if (isAdmin(user) || isActive(user)) {","newText":" if (isAdmin(user) && isActive(user)) {"}
``` | 184 | 357b8431febe56f9ca2d217220e48acfcdc5a21ecc8341836648284bb4fd6d1f | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h04 | null | null | null | true | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | GUIDED | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "diff --git a/limit_choices.py b/limit_choices.py\nindex 10b693dbb8..a1c338ac70 100644\n--- a/limit_choices.py\n+++ b/limit_choices.py\n@@ -55,11 +55,11 @@ def apply_limit_choices_to(queryset, limit_choices_to):\n \"\"\"Apply limit_choices_to cons... | 952 | 76a4c7d9d38e28d7cd93bfdf35f6157a4e2e8387c16f2f58385f959236dde369 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h05 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "diff --git a/limit_choices.py b/limit_choices.py\n--- a/limit_choices.py\n+++ b/limit_choices.py\n@@ -50,3 +50,3 @@\n \"\"\"\n- if limit_choices_to is not None:\n+ if limit_choices_to is not None and limit_choices_to:\n # BUG: compl... | 502 | 75311b247a3abe7908e3331bac4e2881d270e59d45fb7f59d25c39f02d755174 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h05 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | R | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "limit_choices.py",
"oldText": " queryset = queryset.complex_filter(limit_choices_to)",
"newText": " queryset = queryset.filter(**limit_choices_to)"
}
``` | 241 | 49325f429c15b07b9628f59bcbab9d420131811cb1d68ca7992a8391f49759ea | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h05 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "limit_choices.py",
"oldText": " queryset = queryset.complex_filter(limit_choices_to)",
"newText": " queryset = queryset.filter(**limit_choices_to)"
}
``` | 241 | 49325f429c15b07b9628f59bcbab9d420131811cb1d68ca7992a8391f49759ea | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h05 | null | null | null | true | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | GUIDED | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "diff --git a/repr_printer.py b/repr_printer.py\nindex e4a2541dc413286a6f099713273552b8c7479b68d4db8fa76d1c89f86344affc..6a9f1b9f7c75d4d67c9d1f0b4b5a0c7c6b5c0c7a6e8c8e8c8e8c8e8c8e8c8e8c8 100644\n--- a/repr_printer.py\n+++ b/repr_printer.py\n@@ -29,6 +... | 840 | b598c5d00408aa64f3d9d3380a965763dbe268b26795e6790f80741bed0b4b11 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h06 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/repr_printer.py b/repr_printer.py\n--- a/repr_printer.py\n+++ b/repr_printer.py\n@@ -33,6 +33,18 @@ def _print_tuple(self, expr):\n return \"(%s)\" % self.reprify(expr, \", \")\n \n+ def _print_dict(self, expr):\n+ items = []\n+ for... | 647 | d64f1687482e0664d636f64bf14d0bfc39685ace24bd86567127345b76d16f38 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h06 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | true | GIT_APPLY_CHECK_FAILED | 3b826584c1fe41a8b117b2b0a56493d0b9b5f16b6d2faf24f3af149e6fe425a7 | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | false | null | null | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | R | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "repr_printer.py",
"oldText": "\n",
"newText": "\n def _print_dict(self, expr):\n items = []\n for key, value in expr.items():\n key_str = self.doprint(key)\n value_str = self.doprint(value)\n item... | 517 | 2643718167b69ef037546267be1ba9460cb8c5d7982c290f0c6c3e3db2f86351 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h06 | null | null | null | null | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "repr_printer.py",
"oldText": " def _print_tuple(self, expr):\n if len(expr) == 1:\n return \"(%s,)\" % self.doprint(expr[0])\n return \"(%s)\" % self.reprify(expr, \", \")\n\n\n def _print_EmptySequence(self, expr):\n... | 891 | cffe3a3a1de91579a7b276003ccf595b164244076f682e419a7a67ae55ff194f | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-h06 | null | null | null | true | null | HIGH_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | REDUCED_GUIDANCE | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
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modelResponseText | false | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"normalize.cjs","oldText":" const joined = tokens.join(\",\");\n return joined.toUpperCase();","newText":" const joined = tokens.join(\" \");\n return joined.toLowerCase();"} | 235 | cbe0e6bc1006f0d1bb65ed428d8fe2a01d5d6a373f86878fb6683d97a9e15c48 | null | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_NOT_APPLICABLE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l01 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | true | EXACT_REPLACE_NOT_APPLICABLE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"normalize.cjs","oldText":" const joined = tokens.join(\",\");\n // BUG: should call toLowerCase() not toUpperCase()\n return joined.toUpperCase();","newText":" const joined = tokens.join(\" \");\n // BUG: should call toLowerCase() not toUpperCase()\n r... | 349 | 3053c7e28a84ec2f830ccc5d6cdf0584f036fafa001d204ca2959bfb288e8614 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l01 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | false | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"--- a/stats.py\n+++ b/stats.py\n@@ -13,7 +13,7 @@ def summary(items):\n # BUG: should use min(items) for 'low', not max(items)\n- low = max(items)\n+ low = min(items)\n high = max(items)\n # BUG: should divide by len(items) not 2\n- mean = s... | 436 | 4a11a07d6bd81d438f03976a1b8658904f043c6ab845c3f837a1a9e544e23a83 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l02 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/stats.py b/stats.py\n--- a/stats.py\n+++ b/stats.py\n@@ -9,2 +9,2 @@ def summary(items):\n- low = max(items)\n+ low = min(items)\n@@ -12,2 +12,2 @@ def summary(items):\n- mean = sum(items) / 2\n+ mean = sum(items) / len(items)\n"}
``` | 317 | a06aaba5bdea1028494d0f52d8ae43c0ddae7a21cab79303ec38d2d8143835ed | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l02 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"stats.py","oldText":" # BUG: should use min(items) for 'low', not max(items)\n low = max(items)\n high = max(items)\n # BUG: should divide by len(items) not 2\n mean = sum(items) / 2","newText":" low = min(items)\n high = max(items)\n mean = sum(... | 341 | e6b8bc043f69464ee6ab5da3cffaed76bdeef8b8ac4a1c6ca6079eabe02cfa44 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l02 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | {
"schemaVersion": 2,
"kind": "exact_replace",
"path": "stats.py",
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"newText": "# BUG: should use min(items) for 'low', not ... | 460 | a58d73a16802f12fcc7f151f99df9485bf1e904c6124682c82c6ae493d9f2889 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l02 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | false | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"--- a/parser.cjs\n+++ b/parser.cjs\n@@ -3,6 +3,8 @@ function parseConfig(input) {\n+ if (input === null || input === undefined) return {};\n const result = {};\n const lines = input.split(\"\\n\");\n for (const line of lines) {\n"} | 288 | 29640c1ec1735d0c3fb065648ec364df077c0de860a5f4c111d755c64c3e2563 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l03 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | APPLICATION_FAILED_OTHER | ad5b70cc92c6d2f6bc71bbe2a7bef822b59dc7029a9914ed2cc98a2277681a35 | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | MALFORMED_PATCH | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/parser.cjs b/parser.cjs\n--- a/parser.cjs\n+++ b/parser.cjs\n@@ -10,2 +10,3 @@ function parseConfig(input) {\n const result = {};\n+ if (input === null || input === undefined) return {};\n+ const result = {};\n const lines = input.split(\"\\n\");\n"} | 319 | 7743da37a3868555521ebd40947dfd55442f422f1998a73ac1eb77ff665cccd1 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l03 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | true | GIT_APPLY_CHECK_FAILED | 94262d182d619912803b427ffc9537917c267b33afa236bf37caa74666f66ff4 | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | false | null | null | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"parser.cjs","oldText":" const result = {};\n","newText":" if (input === null || input === undefined) return {};\n const result = {};\n"} | 189 | 25c350bbccd986555a3c696e0e70946b8be370db645ef443e9546c1ab59acfd7 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l03 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | RN | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"parser.cjs","oldText":" const result = {};\n const lines = input.split(\"\\\\n\");","newText":" if (input === null || input === undefined) return {};\n const result = {};\n const lines = input.split(\"\\\\n\");"} | 267 | 4d9580d5ad2e9874219a98884ec7ea769c358c672139252c1dce44ddccd205f8 | null | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_NOT_APPLICABLE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l03 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | true | EXACT_REPLACE_NOT_APPLICABLE | null | EXPRESSIBLE_BY_U_AND_R | false | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "@@ -22,6 +22,8 @@ def validate_config(config):\n return False, \"port must be an integer\"\n debug = config.get(\"debug\")\n+ if port < 1 or port > 65535:\n+ return False, \"port must be in range 1..65535\"\n if not isinstan... | 421 | baccad8684924277ab780286fc94c425906323afb48607405e0f86df5acffc85 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l04 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{
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"kind": "unified_diff",
"patch": "diff --git a/validator.py b/validator.py\n--- a/validator.py\n+++ b/validator.py\n@@ -14,1 +14,3 @@ def validate_config(config):\n return False, \"port must be an integer\"\n+ if port < 1 or port > 65535:\n+ return False, \"port mus... | 506 | 02ad1eedaf047308ed075a12826e79b88170d76a352a0902e838ad0d4cf166bf | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l04 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {
"schemaVersion": 2,
"kind": "exact_replace",
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"newText": " port = config.get(\"port\")\n if not isinstance(port, int) or ... | 489 | f30c0df92f36fa325ad3cad91b26443b09672dbc16dbe1a05af537b703733b7c | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l04 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | ```json
{
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"newText": " port = config.get(\"port\")\n if not isinstance(port, ... | 501 | 88a5132ab631577dfe9cdb8d6ad1ae8652face10a1ea94ed0ad730f930adf494 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l04 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | GUIDED | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"--- cleanup.cjs\n+++ cleanup.cjs\n@@ -12,4 +12,3 @@ function removePattern(text, pattern) {\n // BUG: this early return prevents the replacement below from ever running\n- return text;\n return text.replace(re, \"\");\n}"}
``` | 289 | f9706b35c745eab7c0e8a4ed949af8db4c5d12c2b5aacc4ddd6915bdd162f2d3 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l05 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/cleanup.cjs b/cleanup.cjs\n--- a/cleanup.cjs\n+++ b/cleanup.cjs\n@@ -7,2 +7,1 @@\n- return text;\n+ return text.replace(re, \"\");\n"} | 199 | 56d77ca940ad2f0866adf174d95bfce917c4e3a567dc6aa9e9a01794fad897ab | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l05 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | true | GIT_APPLY_CHECK_FAILED | 2ca7c780f55e14336ad9415d182c255d07c5054cb3b84217988bdef4cbe6060f | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | false | null | null | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"cleanup.cjs","oldText":"// cleanup.cjs — text cleanup utilities\n\n/**\n * Remove all occurrences of a pattern from text.\n * BUG: spurious early return prevents any replacement from happening\n * when text contains the pattern.\n */\nfunction removePattern(text, patter... | 1,553 | c87e25565176faffc779f01e38e8fec556eb8728b53f8f1427b2db71b30b9079 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l05 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"cleanup.cjs","oldText":" return text;\n return text.replace(re, \"\");","newText":" return text.replace(re, \"\");"} | 169 | 47fc7cd73a1a9ac723e7da718bf184d13c408404ee203d2699a0e2f35f6f1a27 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l05 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | false | GUIDED | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"--- filter_data.py\n+++ filter_data.py\n@@ -7,7 +7,7 @@ def filter_active(records):\n for rec in records:\n # Spurious extra condition: also excludes records with no 'tag' field,\n # which incorrectly filters out valid active records without ... | 475 | c534878f2483cc6992893f6d609511a3cbf84a4b62f15d23206e5063a65d0de3 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l06 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/filter_data.py b/filter_data.py\n--- a/filter_data.py\n+++ b/filter_data.py\n@@ -12,7 +12,7 @@ def filter_active(records):\n for rec in records:\n # Spurious extra condition: also excludes records with no 'tag' field,\n # which i... | 527 | 9f39566de881229db77c8c31f32c4e3c389ae9ebe1336a22f6dadfdf190a5f25 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l06 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"filter_data.py","oldText":" if rec.get(\"active\") and rec.get(\"tag\"):\n","newText":" if rec.get(\"active\"):\n"} | 179 | 94c88581df0e74eafb24ab542732f9761af2651ec1fd9f224f7da141f280ba79 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l06 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"filter_data.py","oldText":" if rec.get(\"active\") and rec.get(\"tag\"):\n result.append(rec)","newText":" if rec.get(\"active\"):\n result.append(rec)"} | 239 | 9de9939b9891fede7e18b649c726da7dece6d2307b26c43f5a5e5f5e8d66d703 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l06 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | false | REDUCED_GUIDANCE | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "// tokenizer.cjs — simple word tokenizer\n\n/**\n * Split text into word tokens.\n * Only alphanumeric sequences are returned; punctuation is discarded.\n * Returns null for invalid input.\n * Ambiguity note: `return null;` appears in multiple branch... | 797 | 0e7741f6350b9b7d6c50a191fd7bc3bba00b97a386b8a2ce5f6f890916cc042d | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l07 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/tokenizer.cjs b/tokenizer.cjs\n--- a/tokenizer.cjs\n+++ b/tokenizer.cjs\n@@ -10,3 +10,3 @@ function tokenize(text) {\n if (text === null) {\n return null;\n }\n- if (text.trim() === \"\") {\n- return null;\n- }\n+ if (text.trim() === \... | 405 | 90b55a095636709c68ecb595411bf6ce0d91bf7ecce130e3a2d8a3e172da742f | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l07 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | R | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "tokenizer.cjs",
"oldText": " // BUG: empty string should return [] not null\n if (text.trim() === \"\") {\n return null;\n }",
"newText": " // BUG: empty string should return [] not null\n if (text.trim() === \"\") {\n return [];\n }"... | 326 | cfa83d3ad083799d5834d1eeae6e166142f474e2a68bf65661a0609bdb41f408 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l07 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | RN | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "tokenizer.cjs",
"oldText": " // BUG: empty string should return [] not null\n if (text.trim() === \"\") {\n return null;\n }",
"newText": " // BUG: empty string should return [] not null\n if (text.trim() === \"\") {\n return [];\n }"... | 326 | cfa83d3ad083799d5834d1eeae6e166142f474e2a68bf65661a0609bdb41f408 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l07 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | REDUCED_GUIDANCE | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | ```json
{
"schemaVersion": 1,
"kind": "unified_diff",
"patch": "--- encoder.py\n+++ encoder.py\n@@ -13,1 +13,1 @@\n- return \"\"\n+ return \"1\" + text"
}
``` | 178 | 65450c765ff17010a52af2f115227d62f078965f46d980c74c61e143fa21dc16 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l08 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | ```json
{"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/encoder.py b/encoder.py\n--- a/encoder.py\n+++ b/encoder.py\n@@ -19,3 +19,3 @@ def encode(text):\n # BUG: should return \"1\" + text, not \"\"\n- return \"\"\n+ return \"1\" + text"}
``` | 279 | c1db138d2e8d407f066d0642e46ffe3ae5cd97bc32889a339bda792345650564 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l08 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | R | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "encoder.py",
"oldText": " if len(text) == 1:\n # BUG: should return \"1\" + text, not \"\"\n return \"\"",
"newText": " if len(text) == 1:\n return \"1\" + text"
}
``` | 276 | 2ff197d8ef3826c35d6b912a011f7552126be3180a66d6b1fb314114784446ef | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l08 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | SCHEMA_INVALID | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | RN | 1 | null | null | ```json
{
"schemaVersion": 2,
"kind": "exact_replace",
"path": "encoder.py",
"oldText": " return \"\"",
"newText": " return \"1\" + text"
}
``` | 167 | 1ebbdca3deff57f63e5e004db7ef87d64d76e47605527789a9fb4c0e41e81995 | null | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_TARGET_AMBIGUOUS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l08 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | NATIVE_JSON_OR_SCHEMA_INVALID | null | EXPRESSIBLE_BY_U_AND_R | true | REDUCED_GUIDANCE | null | EXACT_REPLACE | null | null | false | null | false | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U0 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"--- config.cjs\n+++ config.cjs\n@@ -2,7 +2,7 @@\n // Wrong default: should be 5000ms (5 seconds), not 100ms\n-const DEFAULT_TIMEOUT_MS = 100;\n+const DEFAULT_TIMEOUT_MS = 5000;\n \n const CONFIG_VERSION = \"1.0.0\";\n"} | 269 | 1ff67a7cabf1c6923b9664a70a97f13fa4c7a268ddca2832ad5efa57d7c3d1db | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l09 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | false | APPLICATION_FAILED_OTHER | d830cdb73e8a5d1fcd409ec24caabd160ac7479954a1f51c1c4618ee90d1f23b | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | null | MALFORMED_PATCH | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | false | U1 | 1 | null | null | {"schemaVersion":1,"kind":"unified_diff","patch":"diff --git a/config.cjs b/config.cjs\n--- a/config.cjs\n+++ b/config.cjs\n@@ -1,4 +1,4 @@\n // config.cjs — application configuration with timeout defaults\n\n-// Wrong default: should be 5000ms (5 seconds), not 100ms\n-const DEFAULT_TIMEOUT_MS = 100;\n+// Wrong default... | 438 | 69194f8494b153bf711a2ba47ead75940e7442ddc44efac25abc831645b7a1b2 | null | null | null | null | null | false | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EMITTED_INVALID_ENVELOPE | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l09 | null | null | null | null | null | LOW_REPLACEMENT_AFFINITY | true | GIT_APPLY_CHECK_FAILED | 032c5e8409ad8a7b5e925dd4dde3ea287f1ba7784e39e16d0445e30fc9185064 | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | false | null | null | unified_diff | true | 1 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | false | false | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
modelResponseText | true | R | 1 | null | null | {"schemaVersion":2,"kind":"exact_replace","path":"config.cjs","oldText":"const DEFAULT_TIMEOUT_MS = 100;","newText":"const DEFAULT_TIMEOUT_MS = 5000;"} | 151 | 9100b75b648063d3a48d9ab7f4de93652f174d3bbe475f7952491db36df5edf7 | true | null | null | null | null | true | null | null | null | null | null | null | true | null | qwen3-32b-v7-four-arm-interface-calibration-v1 | null | PUBLIC_CALIBRATION_GENERATION_RECORD | MODEL_EDIT_APPLIED_ALL_EVALUATIONS_PASS | null | null | null | 1 | PR48 calibration final assistant answers only | null | null | workledger-structured-edit-interface-study-v0.1 | cal-l09 | null | null | null | true | null | LOW_REPLACEMENT_AFFINITY | false | NONE | null | EXPRESSIBLE_BY_U_AND_R | null | REDUCED_GUIDANCE | null | EXACT_REPLACE | null | exact_replace | true | 2 | true | OFFLINE_DERIVED_RECONCILIATION_NOT_A_REPLACEMENT_FOR_REGISTERED_ENDPOINT | true | true | true | true | c8e876133ed2745f23bc14d00aca79d68e83d590 | true |
End of preview.
WorkLedger Structured Edit Interface Study v0.1
Author: Confetti3
This upload root is the offline release-candidate dataset card for workledger-structured-edit-interface-study-v0.1, destined for confetti3/workledger-structured-edit-interface-study-v0.1. The Hugging Face repository is hosted under the authenticated namespace confetti3, while public authorship is credited only to the pseudonym Confetti3. It is built from the sanitized public package under publications/workledger-structured-edit-interface-study-v0.1; it is not a live runner, it constructs no provider transport, and it performs zero network or credential operations.
Study scope
WorkLedger v0.1 evaluates structured editing interfaces for language-model-generated code edits under fail-closed validation. The package contains sanitized final assistant answers, task metadata, aggregate outcomes, claim-survival records, schemas, provenance, leakage checks, and deterministic manifests. It supports public inspection of the controlled interface study records; it does not include hidden evaluator source, raw provider bodies, request identifiers, reasoning traces, credentials, SQLite ledgers, or private artifact paths.
Registered findings
- Exact replacement advantage replicated for Qwen3 14B: U1 1/19 and R 13/19 on the registered paired primary comparison.
- Exact replacement advantage replicated for Qwen3 235B A22B: U1 3/19 and R 16/19 on the registered paired primary comparison.
- Qwen3-32B is an external anchor from existing calibration evidence: U1 0/19 and R 9/19 in the same direction, not jointly randomized and not in the paid multimodel denominator.
- Qwen3 8B was directionally favorable to R, with U1 2/19 and R 5/19, but paired coverage was 18/19 and the registered interface-advantage rule was not met.
- DeepSeek V4 Pro is infrastructure-unassessable: 38/38 cells were provider-route privacy/data-policy HTTP 404 failures with empty final answers. This is not a coding-performance score and must not be treated as a model-performance denominator.
CROSS_MODEL_GENERALIZATION_SIGNALis false. The model-strength interaction is descriptive only, not a parameter-scaling law.- Strict native and one-outer-fence-normalized policies are reported on identical response bytes and were identical in the new multimodel run.
Limitations
The evidence uses exactly one attempt per cell. Provider routes and inference parameters are confounded with model identity. The task bank is calibrated and bounded; it is not a production-readiness claim and should not be generalized to broad software engineering workloads. DeepSeek V4 Pro produced no valid model outputs in this run, so it supports neither the interface advantage nor its refutation.
Ethics, privacy, and security
The public package is sanitized by field selection and leakage scans. Private execution evidence is withheld, including authorization material, request envelopes, response identifiers, raw provider bodies, reasoning fields, hidden evaluator source, private filesystem paths, and SQLite ledgers. The release candidate includes text-only upload rehearsal files, but no upload, tag, release, DOI, repository creation, provider request, or credential access has been executed.
Data structure
data/generations.jsonl: sanitized calibration and multimodel final assistant answers plus public outcome metadata.data/tasks.jsonl: public task metadata and hashes with source/evaluator bytes withheld.data/aggregate-results.jsonanddata/aggregate_results.jsonl: immutable aggregate outcomes.data/claim-survival.jsonanddata/claim_survival.jsonl: audited public claims and safest wording.schema/*.schema.json: public record schemas.provenance/*.json: build provenance, manifest aliases, leakage checks, sanitization proof, license audit, and withheld-content policy.MANIFEST.jsonandMANIFEST.sha256: release-root integrity manifest and digest.
Provenance and task wording
Low-affinity calibration tasks are described as newly authored for calibration when supported by release provenance. High-affinity tasks are described as adapted or reconstructed from upstream issue/task patterns; upstream source bytes and evaluator bytes are withheld. The package preserves frozen hashes, pass counts, and decision labels.
Citation
Please cite as: Confetti3. WorkLedger Structured Edit Interface Study v0.1. Version 0.1.0. Release date 2026-07-20.
License treatment
Public dataset metadata and public release records are licensed under CC-BY-4.0. Space code and tooling are licensed under MIT. This release does not relicense upstream source bytes, evaluator bytes, private execution evidence, or withheld fixtures.
Withheld-content policy
The release discloses sanitized records and non-sensitive hashes only. Hidden evaluators, raw provider evidence, request/response identifiers, reasoning traces, credentials, private paths, SQLite ledgers, and upstream source/evaluator bytes are withheld.
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