A map of evaluation answers, one per field, asked together in a single request.

Declare the collapsed type you care about for each field and it is expanded into the matching answer type at compile time, so the result keeps probabilities and confidence for every judgment:

• an Ash.Type.Enum, or :atom with one_of, becomes AshAi.Evaluate.Choice
• :boolean becomes AshAi.Evaluate.Noul
• an answer type such as AshAi.Evaluate.Score is kept as is

Each field's description is the question's instructions.

Example

action :triage, AshAi.Evaluate.Judgments do
  argument :ticket, :string, allow_nil?: false

  constraints fields: [
    department: [type: MyApp.Department, description: "Which team should handle `ticket`?"],
    urgent: [type: :boolean, description: "Does `ticket` convey urgency?"],
    frustration: [
      type: AshAi.Evaluate.Score,
      constraints: [levels: ["Calm", "Frustrated but civil", "Very angry"]],
      description: "How frustrated is the customer in `ticket`?"
    ]
  ]

  run evaluate("typesafe:jev-latest")
end

The result is a map of answer structs:

%{
  department: %AshAi.Evaluate.Choice{value: :technical, confidence: 0.82, probabilities: %{...}},
  urgent: %AshAi.Evaluate.Noul{probability: 0.92},
  frustration: %AshAi.Evaluate.Score{value: 1.6, level: "Frustrated but civil", ...}
}