← The evidence ledger
Evidence row 732598
Observed , by probe.mcp/1.
- Kind
- mcp.tools
- About
- endpoint 0702febe-a711-47f7-b71f-00bc80b10285
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 25dbf67e46d19c2f3e792c7594457d2aef567c071cdd6d910d0a72bf1f6ae2eb
- Leaf
- 0xc770ab0af48fc2866215f84b3f5b9195e4d1c9d9dcc3ce843a6726c059a72f9c
What was observed
{
"count": 26,
"tools": [
{
"description": "Delete retained inputs and results for an audit owned by this tenant.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"audit_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Audit Id",
"type": "string"
}
},
"required": [
"audit_id"
],
"title": "Audit",
"type": "object"
},
"name": "delete_audit"
},
{
"description": "Delete a tenant-private upload that is no longer needed.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"upload_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Upload Id",
"type": "string"
}
},
"required": [
"upload_id"
],
"title": "UploadId",
"type": "object"
},
"name": "delete_upload"
},
{
"description": "Discover capabilities, privacy, and the approved public catalog.",
"inputSchema": {
"additionalProperties": false,
"properties": {},
"title": "Empty",
"type": "object"
},
"name": "describe_referee"
},
{
"description": "Read a tenant-private report fingerprint retained after report expiry or deletion. Older reports may have no record. This does not retrieve report contents.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"audit_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Audit Id",
"type": "string"
}
},
"required": [
"audit_id"
],
"title": "Audit",
"type": "object"
},
"name": "get_audit_receipt"
},
{
"description": "Read a completed tenant-private result and signed output manifest.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"audit_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Audit Id",
"type": "string"
}
},
"required": [
"audit_id"
],
"title": "Audit",
"type": "object"
},
"name": "get_audit_result"
},
{
"description": "Read the state of an audit owned by the authenticated tenant.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"audit_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Audit Id",
"type": "string"
}
},
"required": [
"audit_id"
],
"title": "Audit",
"type": "object"
},
"name": "get_audit_status"
},
{
"description": "Read the authenticated tenant's beta-access request status.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"request_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Request Id",
"type": "string"
}
},
"required": [
"request_id"
],
"title": "BetaRequestId",
"type": "object"
},
"name": "get_beta_request_status"
},
{
"description": "Read beta or paid audit-credit availability and usage.",
"inputSchema": {
"additionalProperties": false,
"properties": {},
"title": "Empty",
"type": "object"
},
"name": "get_credits"
},
{
"description": "Get neutral column roles and validation defaults for a vertical.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"vertical": {
"pattern": "^(general_ml|demand_forecasting|bioinformatics_research)$",
"title": "Vertical",
"type": "string"
}
},
"required": [
"vertical"
],
"title": "Vertical",
"type": "object"
},
"name": "get_input_schema"
},
{
"description": "Report connection, credential, audit-credit, and submission readiness with the next action.",
"inputSchema": {
"additionalProperties": false,
"properties": {},
"title": "Empty",
"type": "object"
},
"name": "get_referee_readiness"
},
{
"description": "Read aggregate, privacy-preserving Referee activity and outcome evidence for the selected audience.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"window_days": {
"default": 90,
"maximum": 365,
"minimum": 1,
"title": "Window Days",
"type": "integer"
}
},
"title": "UsageWindow",
"type": "object"
},
"name": "get_referee_usage"
},
{
"description": "Get the feature-only contract for diagnosing degradation and testing bounded repairs.",
"inputSchema": {
"additionalProperties": false,
"properties": {},
"title": "Empty",
"type": "object"
},
"name": "get_repair_schema"
},
{
"description": "List the three supported evaluation profiles and their discovery tags.",
"inputSchema": {
"additionalProperties": false,
"properties": {},
"title": "Empty",
"type": "object"
},
"name": "list_verticals"
},
{
"description": "Validate a tenant-private upload and its baseline evidence/row identity without spending a credit.",
"inputSchema": {
"$defs": {
"FeatureAuditContract": {
"additionalProperties": false,
"description": "Directory-facing contract for feature-quality evidence.",
"properties": {
"baseline": {
"items": {
"type": "string"
},
"maxItems": 32,
"title": "Baseline",
"type": "array"
},
"baseline_spec": {
"anyOf": [
{
"discriminator": {
"mapping": {
"generic_refit": "#/$defs/GenericRefitBaseline",
"provided_oof": "#/$defs/FeatureProvidedOOFBaseline"
},
"propertyName": "mode"
},
"oneOf": [
{
"$ref": "#/$defs/GenericRefitBaseline"
},
{
"$ref": "#/$defs/FeatureProvidedOOFBaseline"
}
]
},
{
"type": "null"
}
],
"default": null,
"title": "Baseline Spec"
},
"batch": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Batch"
},
"candidates": {
"items": {
"type": "string"
},
"maxItems": 32,
"minItems": 1,
"title": "Candidates",
"type": "array"
},
"deidentified": {
"default": true,
"title": "Deidentified",
"type": "boolean"
},
"desired_power": {
"default": 0.8,
"exclusiveMaximum": 1,
"minimum": 0.5,
"title": "Desired Power",
"type": "number"
},
"embargo_seconds": {
"default": 0,
"maximum": 31536000,
"minimum": 0,
"title": "Embargo Seconds",
"type": "integer"
},
"entity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Entity"
},
"fdr_target": {
"default": 0.05,
"description": "Nominal false-discovery-rate target for the complete submitted family. Expected false fraction, not an individual false-finding probability. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Fdr Target",
"type": "number"
},
"folds": {
"default": 5,
"maximum": 8,
"minimum": 3,
"title": "Folds",
"type": "integer"
},
"label_available_time": {
"default": "label_available_time",
"title": "Label Available Time",
"type": "string"
},
"observation_time": {
"default": "observation_time",
"title": "Observation Time",
"type": "string"
},
"outcome": {
"default": "outcome",
"title": "Outcome",
"type": "string"
},
"provisional_error_target": {
"default": 0.1,
"description": "Nominal family-wise error target for provisional evidence. Chance of at least one false rejection, conditional on valid tests. Legacy input name provisional_significance_level is also accepted. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Provisional Error Target",
"type": "number"
},
"provisional_significance_level": {
"deprecated": true,
"description": "Deprecated input alias for provisional_error_target; conflicting values are rejected.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Provisional Significance Level",
"type": "number"
},
"representation_analysis": {
"default": false,
"description": "Opt-in alternative representation comparison and numerical fitting certificates. Binary classification with numeric generic-refit inputs only; requires baseline features. Descriptive, no audit decision changes. Single audits only; limited to 10,000 rows and 250,000 input feature cells.",
"title": "Representation Analysis",
"type": "boolean"
},
"research_only": {
"const": true,
"default": true,
"title": "Research Only",
"type": "boolean"
},
"sample_weight": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Sample Weight"
},
"scope": {
"const": "feature_quality_only",
"default": "feature_quality_only",
"title": "Scope",
"type": "string"
},
"selection_error_target": {
"default": 0.05,
"description": "Nominal family-wise error target for the optional selection diagnostic over strict-scope candidates. Reported only; never changes decisions. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Selection Error Target",
"type": "number"
},
"split": {
"default": "expanding",
"enum": [
"expanding",
"rolling",
"grouped",
"purged"
],
"title": "Split",
"type": "string"
},
"target_effect": {
"anyOf": [
{
"exclusiveMinimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Target Effect"
},
"task": {
"default": "regression",
"enum": [
"regression",
"binary_classification",
"time_series_ranking"
],
"title": "Task",
"type": "string"
},
"train_window": {
"default": 100,
"maximum": 100000,
"minimum": 20,
"title": "Train Window",
"type": "integer"
},
"utility": {
"default": "default",
"enum": [
"default",
"absolute_error",
"squared_error"
],
"title": "Utility",
"type": "string"
}
},
"title": "FeatureAuditContract",
"type": "object"
},
"FeatureProvidedOOFBaseline": {
"additionalProperties": false,
"description": "Public score evidence without eligibility, selections, or action policy.",
"properties": {
"candidate_scores": {
"additionalProperties": {
"type": "string"
},
"maxProperties": 32,
"title": "Candidate Scores",
"type": "object"
},
"evaluation_group": {
"items": {
"type": "string"
},
"maxItems": 8,
"title": "Evaluation Group",
"type": "array"
},
"mode": {
"const": "provided_oof",
"title": "Mode",
"type": "string"
},
"model_version": {
"anyOf": [
{
"maxLength": 128,
"minLength": 1,
"pattern": "^[A-Za-z0-9][A-Za-z0-9._-]*$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Model Version"
},
"row_id": {
"items": {
"type": "string"
},
"maxItems": 8,
"title": "Row Id",
"type": "array"
},
"score": {
"maxLength": 256,
"minLength": 1,
"title": "Score",
"type": "string"
},
"score_higher_is_better": {
"default": true,
"title": "Score Higher Is Better",
"type": "boolean"
},
"verification_digest": {
"pattern": "^[a-f0-9]{64}$",
"title": "Verification Digest",
"type": "string"
}
},
"required": [
"mode",
"score",
"verification_digest"
],
"title": "FeatureProvidedOOFBaseline",
"type": "object"
},
"GenericRefitBaseline": {
"additionalProperties": false,
"properties": {
"features": {
"items": {
"type": "string"
},
"maxItems": 32,
"minItems": 0,
"title": "Features",
"type": "array"
},
"mode": {
"const": "generic_refit",
"default": "generic_refit",
"title": "Mode",
"type": "string"
}
},
"required": [
"features"
],
"title": "GenericRefitBaseline",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"contract": {
"$ref": "#/$defs/FeatureAuditContract"
},
"upload_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Upload Id",
"type": "string"
},
"vertical": {
"enum": [
"general_ml",
"demand_forecasting",
"bioinformatics_research"
],
"title": "Vertical",
"type": "string"
}
},
"required": [
"upload_id",
"vertical",
"contract"
],
"title": "InputRequest",
"type": "object"
},
"name": "preflight_dataset"
},
{
"description": "Validate a tenant-private feature-repair matrix without spending a credit.",
"inputSchema": {
"$defs": {
"FeatureRepairColumns": {
"additionalProperties": false,
"description": "Column roles for repair based only on feature and label quality.",
"properties": {
"entity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Entity"
},
"label_available_time": {
"default": "label_available_time",
"title": "Label Available Time",
"type": "string"
},
"observation_time": {
"default": "observation_time",
"title": "Observation Time",
"type": "string"
},
"outcome": {
"default": "outcome",
"title": "Outcome",
"type": "string"
},
"sample_weight": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Sample Weight"
}
},
"title": "FeatureRepairColumns",
"type": "object"
},
"FeatureRepairContract": {
"additionalProperties": false,
"description": "Directory-facing contract for label-based feature repair.",
"properties": {
"asof": {
"anyOf": [
{
"format": "date",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Asof"
},
"baseline_features": {
"items": {
"type": "string"
},
"maxItems": 32,
"title": "Baseline Features",
"type": "array"
},
"columns": {
"$ref": "#/$defs/FeatureRepairColumns"
},
"comparison_period": {
"anyOf": [
{
"$ref": "#/$defs/RepairPeriod"
},
{
"type": "null"
}
],
"default": null
},
"correlation_threshold": {
"default": 0.85,
"exclusiveMaximum": 1,
"minimum": 0.5,
"title": "Correlation Threshold",
"type": "number"
},
"diagnostic_features": {
"items": {
"type": "string"
},
"maxItems": 1000,
"minItems": 1,
"title": "Diagnostic Features",
"type": "array"
},
"minimum_improvement": {
"default": 0.01,
"maximum": 1,
"minimum": 0,
"title": "Minimum Improvement",
"type": "number"
},
"minimum_rows": {
"default": 40,
"maximum": 100000,
"minimum": 20,
"title": "Minimum Rows",
"type": "integer"
},
"mode": {
"default": "known_break",
"enum": [
"known_break",
"rolling_monitor"
],
"title": "Mode",
"type": "string"
},
"reference_period": {
"anyOf": [
{
"$ref": "#/$defs/RepairPeriod"
},
{
"type": "null"
}
],
"default": null
},
"research_only": {
"const": true,
"default": true,
"title": "Research Only",
"type": "boolean"
},
"rolling": {
"anyOf": [
{
"$ref": "#/$defs/FeatureRepairRollingWindow"
},
{
"type": "null"
}
],
"default": null
},
"scope": {
"const": "feature_quality_repair_only",
"default": "feature_quality_repair_only",
"title": "Scope",
"type": "string"
},
"seed": {
"default": 1729,
"maximum": 2147483647,
"minimum": 0,
"title": "Seed",
"type": "integer"
},
"task": {
"default": "regression",
"enum": [
"regression",
"binary_classification",
"time_series_ranking"
],
"title": "Task",
"type": "string"
}
},
"required": [
"diagnostic_features"
],
"title": "FeatureRepairContract",
"type": "object"
},
"FeatureRepairRollingWindow": {
"additionalProperties": false,
"properties": {
"comparison_days": {
"default": 40,
"maximum": 500,
"minimum": 20,
"title": "Comparison Days",
"type": "integer"
},
"reference_days": {
"default": 120,
"maximum": 1000,
"minimum": 40,
"title": "Reference Days",
"type": "integer"
}
},
"title": "FeatureRepairRollingWindow",
"type": "object"
},
"RepairPeriod": {
"additionalProperties": false,
"properties": {
"end_exclusive": {
"format": "date",
"title": "End Exclusive",
"type": "string"
},
"start": {
"format": "date",
"title": "Start",
"type": "string"
}
},
"required": [
"start",
"end_exclusive"
],
"title": "RepairPeriod",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"contract": {
"$ref": "#/$defs/FeatureRepairContract"
},
"upload_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Upload Id",
"type": "string"
}
},
"required": [
"upload_id",
"contract"
],
"title": "RepairInputRequest",
"type": "object"
},
"name": "preflight_repair"
},
{
"description": "Create a contract-bound quote for one audit credit; baseline mode and evidence cannot be substituted.",
"inputSchema": {
"$defs": {
"FeatureAuditContract": {
"additionalProperties": false,
"description": "Directory-facing contract for feature-quality evidence.",
"properties": {
"baseline": {
"items": {
"type": "string"
},
"maxItems": 32,
"title": "Baseline",
"type": "array"
},
"baseline_spec": {
"anyOf": [
{
"discriminator": {
"mapping": {
"generic_refit": "#/$defs/GenericRefitBaseline",
"provided_oof": "#/$defs/FeatureProvidedOOFBaseline"
},
"propertyName": "mode"
},
"oneOf": [
{
"$ref": "#/$defs/GenericRefitBaseline"
},
{
"$ref": "#/$defs/FeatureProvidedOOFBaseline"
}
]
},
{
"type": "null"
}
],
"default": null,
"title": "Baseline Spec"
},
"batch": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Batch"
},
"candidates": {
"items": {
"type": "string"
},
"maxItems": 32,
"minItems": 1,
"title": "Candidates",
"type": "array"
},
"deidentified": {
"default": true,
"title": "Deidentified",
"type": "boolean"
},
"desired_power": {
"default": 0.8,
"exclusiveMaximum": 1,
"minimum": 0.5,
"title": "Desired Power",
"type": "number"
},
"embargo_seconds": {
"default": 0,
"maximum": 31536000,
"minimum": 0,
"title": "Embargo Seconds",
"type": "integer"
},
"entity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Entity"
},
"fdr_target": {
"default": 0.05,
"description": "Nominal false-discovery-rate target for the complete submitted family. Expected false fraction, not an individual false-finding probability. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Fdr Target",
"type": "number"
},
"folds": {
"default": 5,
"maximum": 8,
"minimum": 3,
"title": "Folds",
"type": "integer"
},
"label_available_time": {
"default": "label_available_time",
"title": "Label Available Time",
"type": "string"
},
"observation_time": {
"default": "observation_time",
"title": "Observation Time",
"type": "string"
},
"outcome": {
"default": "outcome",
"title": "Outcome",
"type": "string"
},
"provisional_error_target": {
"default": 0.1,
"description": "Nominal family-wise error target for provisional evidence. Chance of at least one false rejection, conditional on valid tests. Legacy input name provisional_significance_level is also accepted. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Provisional Error Target",
"type": "number"
},
"provisional_significance_level": {
"deprecated": true,
"description": "Deprecated input alias for provisional_error_target; conflicting values are rejected.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Provisional Significance Level",
"type": "number"
},
"representation_analysis": {
"default": false,
"description": "Opt-in alternative representation comparison and numerical fitting certificates. Binary classification with numeric generic-refit inputs only; requires baseline features. Descriptive, no audit decision changes. Single audits only; limited to 10,000 rows and 250,000 input feature cells.",
"title": "Representation Analysis",
"type": "boolean"
},
"research_only": {
"const": true,
"default": true,
"title": "Research Only",
"type": "boolean"
},
"sample_weight": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Sample Weight"
},
"scope": {
"const": "feature_quality_only",
"default": "feature_quality_only",
"title": "Scope",
"type": "string"
},
"selection_error_target": {
"default": 0.05,
"description": "Nominal family-wise error target for the optional selection diagnostic over strict-scope candidates. Reported only; never changes decisions. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Selection Error Target",
"type": "number"
},
"split": {
"default": "expanding",
"enum": [
"expanding",
"rolling",
"grouped",
"purged"
],
"title": "Split",
"type": "string"
},
"target_effect": {
"anyOf": [
{
"exclusiveMinimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Target Effect"
},
"task": {
"default": "regression",
"enum": [
"regression",
"binary_classification",
"time_series_ranking"
],
"title": "Task",
"type": "string"
},
"train_window": {
"default": 100,
"maximum": 100000,
"minimum": 20,
"title": "Train Window",
"type": "integer"
},
"utility": {
"default": "default",
"enum": [
"default",
"absolute_error",
"squared_error"
],
"title": "Utility",
"type": "string"
}
},
"title": "FeatureAuditContract",
"type": "object"
},
"FeatureProvidedOOFBaseline": {
"additionalProperties": false,
"description": "Public score evidence without eligibility, selections, or action policy.",
"properties": {
"candidate_scores": {
"additionalProperties": {
"type": "string"
},
"maxProperties": 32,
"title": "Candidate Scores",
"type": "object"
},
"evaluation_group": {
"items": {
"type": "string"
},
"maxItems": 8,
"title": "Evaluation Group",
"type": "array"
},
"mode": {
"const": "provided_oof",
"title": "Mode",
"type": "string"
},
"model_version": {
"anyOf": [
{
"maxLength": 128,
"minLength": 1,
"pattern": "^[A-Za-z0-9][A-Za-z0-9._-]*$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Model Version"
},
"row_id": {
"items": {
"type": "string"
},
"maxItems": 8,
"title": "Row Id",
"type": "array"
},
"score": {
"maxLength": 256,
"minLength": 1,
"title": "Score",
"type": "string"
},
"score_higher_is_better": {
"default": true,
"title": "Score Higher Is Better",
"type": "boolean"
},
"verification_digest": {
"pattern": "^[a-f0-9]{64}$",
"title": "Verification Digest",
"type": "string"
}
},
"required": [
"mode",
"score",
"verification_digest"
],
"title": "FeatureProvidedOOFBaseline",
"type": "object"
},
"GenericRefitBaseline": {
"additionalProperties": false,
"properties": {
"features": {
"items": {
"type": "string"
},
"maxItems": 32,
"minItems": 0,
"title": "Features",
"type": "array"
},
"mode": {
"const": "generic_refit",
"default": "generic_refit",
"title": "Mode",
"type": "string"
}
},
"required": [
"features"
],
"title": "GenericRefitBaseline",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"contract": {
"$ref": "#/$defs/FeatureAuditContract"
},
"idempotency_key": {
"maxLength": 128,
"minLength": 8,
"pattern": "^[A-Za-z0-9_-]+$",
"title": "Idempotency Key",
"type": "string"
},
"upload_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Upload Id",
"type": "string"
},
"vertical": {
"enum": [
"general_ml",
"demand_forecasting",
"bioinformatics_research"
],
"title": "Vertical",
"type": "string"
}
},
"required": [
"upload_id",
"vertical",
"contract",
"idempotency_key"
],
"title": "QuoteRequest",
"type": "object"
},
"name": "quote_audit"
},
{
"description": "Preflight all private feature shards, time a pilot, and quote credits and ETA for up to 1,000 candidates in one corrected search family.",
"inputSchema": {
"$defs": {
"FeatureAuditContract": {
"additionalProperties": false,
"description": "Directory-facing contract for feature-quality evidence.",
"properties": {
"baseline": {
"items": {
"type": "string"
},
"maxItems": 32,
"title": "Baseline",
"type": "array"
},
"baseline_spec": {
"anyOf": [
{
"discriminator": {
"mapping": {
"generic_refit": "#/$defs/GenericRefitBaseline",
"provided_oof": "#/$defs/FeatureProvidedOOFBaseline"
},
"propertyName": "mode"
},
"oneOf": [
{
"$ref": "#/$defs/GenericRefitBaseline"
},
{
"$ref": "#/$defs/FeatureProvidedOOFBaseline"
}
]
},
{
"type": "null"
}
],
"default": null,
"title": "Baseline Spec"
},
"batch": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Batch"
},
"candidates": {
"items": {
"type": "string"
},
"maxItems": 32,
"minItems": 1,
"title": "Candidates",
"type": "array"
},
"deidentified": {
"default": true,
"title": "Deidentified",
"type": "boolean"
},
"desired_power": {
"default": 0.8,
"exclusiveMaximum": 1,
"minimum": 0.5,
"title": "Desired Power",
"type": "number"
},
"embargo_seconds": {
"default": 0,
"maximum": 31536000,
"minimum": 0,
"title": "Embargo Seconds",
"type": "integer"
},
"entity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Entity"
},
"fdr_target": {
"default": 0.05,
"description": "Nominal false-discovery-rate target for the complete submitted family. Expected false fraction, not an individual false-finding probability. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Fdr Target",
"type": "number"
},
"folds": {
"default": 5,
"maximum": 8,
"minimum": 3,
"title": "Folds",
"type": "integer"
},
"label_available_time": {
"default": "label_available_time",
"title": "Label Available Time",
"type": "string"
},
"observation_time": {
"default": "observation_time",
"title": "Observation Time",
"type": "string"
},
"outcome": {
"default": "outcome",
"title": "Outcome",
"type": "string"
},
"provisional_error_target": {
"default": 0.1,
"description": "Nominal family-wise error target for provisional evidence. Chance of at least one false rejection, conditional on valid tests. Legacy input name provisional_significance_level is also accepted. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Provisional Error Target",
"type": "number"
},
"provisional_significance_level": {
"deprecated": true,
"description": "Deprecated input alias for provisional_error_target; conflicting values are rejected.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Provisional Significance Level",
"type": "number"
},
"representation_analysis": {
"default": false,
"description": "Opt-in alternative representation comparison and numerical fitting certificates. Binary classification with numeric generic-refit inputs only; requires baseline features. Descriptive, no audit decision changes. Single audits only; limited to 10,000 rows and 250,000 input feature cells.",
"title": "Representation Analysis",
"type": "boolean"
},
"research_only": {
"const": true,
"default": true,
"title": "Research Only",
"type": "boolean"
},
"sample_weight": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Sample Weight"
},
"scope": {
"const": "feature_quality_only",
"default": "feature_quality_only",
"title": "Scope",
"type": "string"
},
"selection_error_target": {
"default": 0.05,
"description": "Nominal family-wise error target for the optional selection diagnostic over strict-scope candidates. Reported only; never changes decisions. Set before evaluation.",
"exclusiveMaximum": 1,
"exclusiveMinimum": 0,
"title": "Selection Error Target",
"type": "number"
},
"split": {
"default": "expanding",
"enum": [
"expanding",
"rolling",
"grouped",
"purged"
],
"title": "Split",
"type": "string"
},
"target_effect": {
"anyOf": [
{
"exclusiveMinimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Target Effect"
},
"task": {
"default": "regression",
"enum": [
"regression",
"binary_classification",
"time_series_ranking"
],
"title": "Task",
"type": "string"
},
"train_window": {
"default": 100,
"maximum": 100000,
"minimum": 20,
"title": "Train Window",
"type": "integer"
},
"utility": {
"default": "default",
"enum": [
"default",
"absolute_error",
"squared_error"
],
"title": "Utility",
"type": "string"
}
},
"title": "FeatureAuditContract",
"type": "object"
},
"FeatureCampaignShard": {
"additionalProperties": false,
"properties": {
"contract": {
"$ref": "#/$defs/FeatureAuditContract"
},
"upload_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Upload Id",
"type": "string"
}
},
"required": [
"upload_id",
"contract"
],
"title": "FeatureCampaignShard",
"type": "object"
},
"FeatureProvidedOOFBaseline": {
"additionalProperties": false,
"description": "Public score evidence without eligibility, selections, or action policy.",
"properties": {
"candidate_scores": {
"additionalProperties": {
"type": "string"
},
"maxProperties": 32,
"title": "Candidate Scores",
"type": "object"
},
"evaluation_group": {
"items": {
"type": "string"
},
"maxItems": 8,
"title": "Evaluation Group",
"type": "array"
},
"mode": {
"const": "provided_oof",
"title": "Mode",
"type": "string"
},
"model_version": {
"anyOf": [
{
"maxLength": 128,
"minLength": 1,
"pattern": "^[A-Za-z0-9][A-Za-z0-9._-]*$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Model Version"
},
"row_id": {
"items": {
"type": "string"
},
"maxItems": 8,
"title": "Row Id",
"type": "array"
},
"score": {
"maxLength": 256,
"minLength": 1,
"title": "Score",
"type": "string"
},
"score_higher_is_better": {
"default": true,
"title": "Score Higher Is Better",
"type": "boolean"
},
"verification_digest": {
"pattern": "^[a-f0-9]{64}$",
"title": "Verification Digest",
"type": "string"
}
},
"required": [
"mode",
"score",
"verification_digest"
],
"title": "FeatureProvidedOOFBaseline",
"type": "object"
},
"GenericRefitBaseline": {
"additionalProperties": false,
"properties": {
"features": {
"items": {
"type": "string"
},
"maxItems": 32,
"minItems": 0,
"title": "Features",
"type": "array"
},
"mode": {
"const": "generic_refit",
"default": "generic_refit",
"title": "Mode",
"type": "string"
}
},
"required": [
"features"
],
"title": "GenericRefitBaseline",
"type": "object"
}
},
"additionalProperties": false,
"description": "Directory-facing campaign request containing feature-only contracts.",
"properties": {
"idempotency_key": {
"maxLength": 128,
"minLength": 8,
"pattern": "^[A-Za-z0-9_-]+$",
"title": "Idempotency Key",
"type": "string"
},
"shards": {
"items": {
"$ref": "#/$defs/FeatureCampaignShard"
},
"maxItems": 64,
"minItems": 2,
"title": "Shards",
"type": "array"
},
"vertical": {
"pattern": "^(general_ml|demand_forecasting|bioinformatics_research)$",
"title": "Vertical",
"type": "string"
}
},
"required": [
"vertical",
"shards",
"idempotency_key"
],
"title": "FeatureCampaignQuoteRequest",
"type": "object"
},
"name": "quote_campaign"
},
{
"description": "Preflight and quote label-based feature repair; large jobs return a measured ETA and credit requirement.",
"inputSchema": {
"$defs": {
"FeatureRepairColumns": {
"additionalProperties": false,
"description": "Column roles for repair based only on feature and label quality.",
"properties": {
"entity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Entity"
},
"label_available_time": {
"default": "label_available_time",
"title": "Label Available Time",
"type": "string"
},
"observation_time": {
"default": "observation_time",
"title": "Observation Time",
"type": "string"
},
"outcome": {
"default": "outcome",
"title": "Outcome",
"type": "string"
},
"sample_weight": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Sample Weight"
}
},
"title": "FeatureRepairColumns",
"type": "object"
},
"FeatureRepairContract": {
"additionalProperties": false,
"description": "Directory-facing contract for label-based feature repair.",
"properties": {
"asof": {
"anyOf": [
{
"format": "date",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Asof"
},
"baseline_features": {
"items": {
"type": "string"
},
"maxItems": 32,
"title": "Baseline Features",
"type": "array"
},
"columns": {
"$ref": "#/$defs/FeatureRepairColumns"
},
"comparison_period": {
"anyOf": [
{
"$ref": "#/$defs/RepairPeriod"
},
{
"type": "null"
}
],
"default": null
},
"correlation_threshold": {
"default": 0.85,
"exclusiveMaximum": 1,
"minimum": 0.5,
"title": "Correlation Threshold",
"type": "number"
},
"diagnostic_features": {
"items": {
"type": "string"
},
"maxItems": 1000,
"minItems": 1,
"title": "Diagnostic Features",
"type": "array"
},
"minimum_improvement": {
"default": 0.01,
"maximum": 1,
"minimum": 0,
"title": "Minimum Improvement",
"type": "number"
},
"minimum_rows": {
"default": 40,
"maximum": 100000,
"minimum": 20,
"title": "Minimum Rows",
"type": "integer"
},
"mode": {
"default": "known_break",
"enum": [
"known_break",
"rolling_monitor"
],
"title": "Mode",
"type": "string"
},
"reference_period": {
"anyOf": [
{
"$ref": "#/$defs/RepairPeriod"
},
{
"type": "null"
}
],
"default": null
},
"research_only": {
"const": true,
"default": true,
"title": "Research Only",
"type": "boolean"
},
"rolling": {
"anyOf": [
{
"$ref": "#/$defs/FeatureRepairRollingWindow"
},
{
"type": "null"
}
],
"default": null
},
"scope": {
"const": "feature_quality_repair_only",
"default": "feature_quality_repair_only",
"title": "Scope",
"type": "string"
},
"seed": {
"default": 1729,
"maximum": 2147483647,
"minimum": 0,
"title": "Seed",
"type": "integer"
},
"task": {
"default": "regression",
"enum": [
"regression",
"binary_classification",
"time_series_ranking"
],
"title": "Task",
"type": "string"
}
},
"required": [
"diagnostic_features"
],
"title": "FeatureRepairContract",
"type": "object"
},
"FeatureRepairRollingWindow": {
"additionalProperties": false,
"properties": {
"comparison_days": {
"default": 40,
"maximum": 500,
"minimum": 20,
"title": "Comparison Days",
"type": "integer"
},
"reference_days": {
"default": 120,
"maximum": 1000,
"minimum": 40,
"title": "Reference Days",
"type": "integer"
}
},
"title": "FeatureRepairRollingWindow",
"type": "object"
},
"RepairPeriod": {
"additionalProperties": false,
"properties": {
"end_exclusive": {
"format": "date",
"title": "End Exclusive",
"type": "string"
},
"start": {
"format": "date",
"title": "Start",
"type": "string"
}
},
"required": [
"start",
"end_exclusive"
],
"title": "RepairPeriod",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"contract": {
"$ref": "#/$defs/FeatureRepairContract"
},
"idempotency_key": {
"maxLength": 128,
"minLength": 8,
"pattern": "^[A-Za-z0-9_-]+$",
"title": "Idempotency Key",
"type": "string"
},
"upload_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Upload Id",
"type": "string"
}
},
"required": [
"upload_id",
"contract",
"idempotency_key"
],
"title": "RepairQuoteRequest",
"type": "object"
},
"name": "quote_repair"
},
{
"description": "Record whether a completed audit changed a decision or was confirmed prospectively.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"audit_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Audit Id",
"type": "string"
},
"kind": {
"enum": [
"decision_impact",
"prospective_outcome"
],
"title": "Kind",
"type": "string"
},
"value": {
"enum": [
"changed_research_plan",
"confirmed_existing_plan",
"no_decision_change",
"unknown",
"confirmed",
"not_confirmed",
"inconclusive",
"not_run"
],
"title": "Value",
"type": "string"
}
},
"required": [
"audit_id",
"kind",
"value"
],
"title": "FollowupRequest",
"type": "object"
},
"name": "record_audit_followup"
},
{
"description": "Redeem one operator-issued invite for free beta audit credits before January 1, 2027.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"invite_code": {
"pattern": "^mlr_beta_[A-Za-z0-9_-]{32}$",
"title": "Invite Code",
"type": "string"
}
},
"required": [
"invite_code"
],
"title": "BetaInvite",
"type": "object"
},
"name": "redeem_beta_invite"
},
{
"description": "Request operator-reviewed beta access without purchasing or granting credits.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"idempotency_key": {
"maxLength": 128,
"minLength": 8,
"pattern": "^[A-Za-z0-9_-]+$",
"title": "Idempotency Key",
"type": "string"
},
"lane": {
"enum": [
"referee",
"repair",
"both"
],
"title": "Lane",
"type": "string"
},
"use_case": {
"enum": [
"evaluate_candidate_features",
"repair_degraded_features",
"both",
"explore_fit"
],
"title": "Use Case",
"type": "string"
}
},
"required": [
"lane",
"use_case",
"idempotency_key"
],
"title": "BetaAccessRequest",
"type": "object"
},
"name": "request_beta_access"
},
{
"description": "Accept a quote and atomically reserve its disclosed audit credits.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"idempotency_key": {
"maxLength": 128,
"minLength": 8,
"pattern": "^[A-Za-z0-9_-]+$",
"title": "Idempotency Key",
"type": "string"
},
"quote_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Quote Id",
"type": "string"
}
},
"required": [
"quote_id",
"idempotency_key"
],
"title": "SubmitRequest",
"type": "object"
},
"name": "submit_audit"
},
{
"description": "Encrypt one of up to 64 private feature shards for a large campaign; retain for at least 4,200 seconds.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"data": {
"maxLength": 5000000,
"minLength": 1,
"title": "Data",
"type": "string"
},
"format": {
"default": "csv",
"pattern": "^(csv|json)$",
"title": "Format",
"type": "string"
},
"retention_seconds": {
"default": 86400,
"maximum": 86400,
"minimum": 60,
"title": "Retention Seconds",
"type": "integer"
}
},
"required": [
"data"
],
"title": "Upload",
"type": "object"
},
"name": "upload_campaign_shard"
},
{
"description": "Encrypt a de-identified CSV/JSON payload for a short tenant-private retention window.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"data": {
"maxLength": 5000000,
"minLength": 1,
"title": "Data",
"type": "string"
},
"format": {
"default": "csv",
"pattern": "^(csv|json)$",
"title": "Format",
"type": "string"
},
"retention_seconds": {
"default": 86400,
"maximum": 86400,
"minimum": 60,
"title": "Retention Seconds",
"type": "integer"
}
},
"required": [
"data"
],
"title": "Upload",
"type": "object"
},
"name": "upload_private_dataset"
},
{
"description": "Encrypt one complete de-identified repair matrix of up to 100 MB and 1,000 diagnostic features.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"data": {
"maxLength": 100000000,
"minLength": 1,
"title": "Data",
"type": "string"
},
"format": {
"default": "csv",
"pattern": "^(csv|json)$",
"title": "Format",
"type": "string"
},
"retention_seconds": {
"default": 7200,
"maximum": 86400,
"minimum": 4200,
"title": "Retention Seconds",
"type": "integer"
}
},
"required": [
"data"
],
"title": "RepairUpload",
"type": "object"
},
"name": "upload_repair_matrix"
},
{
"description": "Compare a locally computed SHA-256 with the retained tenant-private receipt. Use the exact downloaded result JSON bytes (not the API envelope), or UTF-8 result.report text with representation report_text. Never copy the expected hash as the candidate: compute it from the supplied artifact. A digest match does not validate a summary, factual correctness, or absence of harm. No report is uploaded.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"audit_id": {
"pattern": "^[a-f0-9]{32}$",
"title": "Audit Id",
"type": "string"
},
"representation": {
"default": "result_json",
"enum": [
"result_json",
"report_text"
],
"title": "Representation",
"type": "string"
},
"sha256": {
"pattern": "^[a-fA-F0-9]{64}$",
"title": "Sha256",
"type": "string"
}
},
"required": [
"audit_id",
"sha256"
],
"title": "VerifyReportRequest",
"type": "object"
},
"name": "verify_audit_report"
}
]
}What the leaf hashes
{"body":"25dbf67e46d19c2f3e792c7594457d2aef567c071cdd6d910d0a72bf1f6ae2eb","id":732598,"kind":"mcp.tools","method":"probe.mcp/1","observed_us":1793155014977280,"prev":null,"subject":"0702febe-a711-47f7-b71f-00bc80b10285","subject_kind":"endpoint"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (231336 rows).
- 0xc770b59918d49e25741b9aa9e2b4f25a518c00c7471fc92c3001d56c8a5b6bed
- 0x4f0161c590819ca880393182f8b74a7fa9d21864a86e7e20a866ea2e71e7d76f
- 0x25b29b2f811279fcfc667970348957e73fb3121afb75902534e087a73f894b2e
- 0x9e9e74e8a441cb5560891988067e1233337cca9b3e21a5bd83c4c1869a19ca42
- 0x53f5a31f406071e3063affc15db210a86558f4f2e0204310523a05de217392f7
- 0x58dbc5d79971015c869924b0e16933a348fb2fffc089fe7c0eebd7539db2bb93
- 0x523e5b901755e927fd5c77adc5654c98e8c4673b0c3d36aa0e54c6a734fcbdec
- 0x54809de3f43e04494a4a8bc8f287686f03f95e68f202fec8227b2375414dfe8a
- 0xb0461dfab90e5f9577e4a6bf88db9dc9a22cf2f9e4aceefd47f4f1774bc9000d
- 0x26e8c758779d04621f0d2797a7708b17b68a581934647e41259d6bfc83254f81
- 0x9e9c8089c967c0109f6e9f98dab315f62ecdf28550d13e977978b255509422d6
- 0xd0f3c2a27993f124c3562c91b39fd9ece09fb5021a89c15558338718a5bfa4a0
- 0xc5e194226ea62d0d597c9eb0fabf3d09ccea2d41c32be367d96394755e91de3a
- 0x4dedfee32d37ea3cdc60e339d676b411d314f945b00a30f8e3bd1e0470526cf9
- 0xc21e7661f5d6220994a88cc71b1262eeee3b912a2d383d18f38a631c534bfd71
- 0x32beeeb960280bc48748681cb10297ede9403461fe9c8143fdf946548e552926
- 0xe08e8bd91858a8a10c46ecde9c29a6288b960987303173c5e882afb46ce91fa0
- 0xe6cfe00ae4e02bc12327e45b5f3334ea5850ba3bcc8e3101d30a8189856a95af
- Day root
- 0x2c19037464cc4c493624565f01775d6446fc78eaa118fc6865bfe2bfca9ff78e
- Chained
- 0xd1d7dee8322ceff8f4c8d83aa1fe4a4466825c2af1c97dbde3d35db61234f7be
- Published
- On Arc Testnet, block 69584042: 0x8bae2b1d097834c8b458513862d70d29ee807e98dc2e863b27250131c15b35ae