Member Junction
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    • Scores one discovery run against its label (see DiscoveryLabelMatchOracle). correct is null when the run has no usable answer: WouldInject unknown, or, for the decision, no Choice.

      Parameters

      • expected:
            | { agentId: string; label: "agent"; labelSource: string }
            | {
                kind: "chat" | "direct" | "workflow";
                label: "none";
                labelSource: string;
            }

        The run's label.

      • actual: {
            Answers: Record<
                string,
                {
                    Confidence?: number;
                    Kind: "Likelihood"
                    | "Choice"
                    | "Score";
                    Probabilities?: Record<string, number>;
                    Probability?: number;
                    Value?: string | number;
                },
            >;
            AnyApplies: number
            | null;
            Arm: "decision" | "semantic-search";
            Baseline:
                | {
                    Floor: number;
                    Results: number;
                    TopK: number;
                    TopMatch: | {
                        AgentId: string;
                        AgentName: string
                        | null;
                        Lexical: number | null;
                        PassesFloor: boolean;
                        Rank: number;
                        Score: number;
                        Semantic: number | null;
                    }
                    | null;
                    TopRanked: | {
                        AgentId: string;
                        AgentName: string
                        | null;
                        Lexical: number | null;
                        PassesFloor: boolean;
                        Rank: number;
                        Score: number;
                        Semantic: number | null;
                    }
                    | null;
                }
                | null;
            ChosenAgentId: string
            | null;
            ChosenAgentName: string | null;
            Confidence: number | null;
            CostUSD: number | null;
            Decision: "agent-discovery";
            DiscoveryLatencyMs?: number | null;
            Error: string | null;
            LabelledAgentOffered: boolean | null;
            LatencyMs: number | null;
            MinConfidence: number | null;
            Model:
                | {
                    AnsweredByPinned: boolean
                    | null;
                    AnsweredModelId: string | null;
                    AnsweredModelName: string | null;
                    AnsweredVendorId: string | null;
                    AnsweredVendorName: string | null;
                    DriverClass: string | null;
                    FailedOver: boolean;
                    FailoverAllowed: boolean;
                    PinnedModelId: string | null;
                    PinnedVendorId: string | null;
                    ResolvedModel: string | null;
                }
                | null;
            Options: | {
                CatalogSize: number;
                Count: number;
                DeclaredCap: number
                | null;
                Limit: number;
                NarrowedFrom: number | null;
                WithoutDescription: number;
            }
            | null;
            PromptName: string
            | null;
            PromptRunId: string | null;
            Sampling: {
                Applied: boolean;
                Note: string | null;
                RequestedSeed: number | null;
                RequestedTemperature: number | null;
            };
            VerdictReason: string
            | null;
            WithinProductionTimeout: boolean | null;
            WouldInject: boolean | null;
        }

        The run's actual output.

        • Answers: Record<
              string,
              {
                  Confidence?: number;
                  Kind: "Likelihood"
                  | "Choice"
                  | "Score";
                  Probabilities?: Record<string, number>;
                  Probability?: number;
                  Value?: string | number;
              },
          >

          Every answer, summarized. The Choice keeps its full distribution, by agent ID.

        • AnyApplies: number | null

          The Likelihood that a specialist agent should handle the request, or null.

        • Arm: "decision" | "semantic-search"
        • Baseline:
              | {
                  Floor: number;
                  Results: number;
                  TopK: number;
                  TopMatch: | {
                      AgentId: string;
                      AgentName: string
                      | null;
                      Lexical: number | null;
                      PassesFloor: boolean;
                      Rank: number;
                      Score: number;
                      Semantic: number | null;
                  }
                  | null;
                  TopRanked: | {
                      AgentId: string;
                      AgentName: string
                      | null;
                      Lexical: number | null;
                      PassesFloor: boolean;
                      Rank: number;
                      Score: number;
                      Semantic: number | null;
                  }
                  | null;
              }
              | null

          The baseline's ranking, or null for the decision arm.

        • ChosenAgentId: string | null
        • ChosenAgentName: string | null
        • Confidence: number | null

          The Choice's confidence, or null.

        • CostUSD: number | null
        • Decision: "agent-discovery"
        • OptionalDiscoveryLatencyMs?: number | null

          Decision arm: wall-clock time from building the options, the semantic search included, through the decision call, in milliseconds. That is the span production's discovery timeout bounds. Null for the baseline. Absent from runs recorded before it was measured.

        • Error: string | null

          Why the run produced no answer, or null.

        • LabelledAgentOffered: boolean | null

          For an agent label: whether the labelled agent was among the options (decision) or the catalog (baseline). Null otherwise.

        • LatencyMs: number | null

          Wall-clock time of the decision call alone, or of the search for the baseline, in milliseconds.

        • MinConfidence: number | null

          The calibrated threshold WouldInject was judged at (decision arm), or null.

        • Model:
              | {
                  AnsweredByPinned: boolean
                  | null;
                  AnsweredModelId: string | null;
                  AnsweredModelName: string | null;
                  AnsweredVendorId: string | null;
                  AnsweredVendorName: string | null;
                  DriverClass: string | null;
                  FailedOver: boolean;
                  FailoverAllowed: boolean;
                  PinnedModelId: string | null;
                  PinnedVendorId: string | null;
                  ResolvedModel: string | null;
              }
              | null

          The model record (decision arm), or null.

        • Options:
              | {
                  CatalogSize: number;
                  Count: number;
                  DeclaredCap: number
                  | null;
                  Limit: number;
                  NarrowedFrom: number | null;
                  WithoutDescription: number;
              }
              | null

          The decision arm's options, or null.

        • PromptName: string | null

          The decision prompt, or null for the baseline.

        • PromptRunId: string | null
        • Sampling: {
              Applied: boolean;
              Note: string | null;
              RequestedSeed: number | null;
              RequestedTemperature: number | null;
          }
        • VerdictReason: string | null

          Why nothing would be injected, or null.

        • WithinProductionTimeout: boolean | null

          Whether the discovery (DiscoveryLatencyMs) finished within production's timeout, or null without an answer. Production gives up at the timeout and injects nothing, so a late answer is never WouldInject. In runs recorded before DiscoveryLatencyMs, it timed the call alone.

        • WouldInject: boolean | null

          Whether production would suggest the chosen agent, or null without a usable answer.

      Returns {
          anyApplies: number | null;
          arm: "decision" | "semantic-search";
          chosenAgentId: string | null;
          confidence: number | null;
          correct: boolean | null;
          expectedAgentId: string | null;
          kind: "chat" | "direct" | "workflow" | null;
          label: "none" | "agent";
          topScore: number | null;
          wouldInject: boolean | null;
      }

      • anyApplies: number | null
      • arm: "decision" | "semantic-search"
      • chosenAgentId: string | null
      • confidence: number | null
      • correct: boolean | null
      • expectedAgentId: string | null
      • kind: "chat" | "direct" | "workflow" | null
      • label: "none" | "agent"
      • topScore: number | null

        The baseline's first row's score, or null.

      • wouldInject: boolean | null