OSGKeyboard/ModelTraining/ClipboardSemantics/VerifierCandidates/clipboard-semantic-models.json

{
  "classifiers" : [
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.88,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.88,
        "zh-Hans" : 0.72999999999999998
      },
      "id" : "task",
      "labels" : [
        "notTask",
        "task"
      ],
      "modelFile" : "TaskIntentClassifier.mlmodel",
      "positiveLabel" : "task"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.59999999999999998,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.59999999999999998,
        "zh-Hans" : 0.59999999999999998
      },
      "id" : "question",
      "labels" : [
        "notQuestion",
        "question"
      ],
      "modelFile" : "QuestionIntentClassifier.mlmodel",
      "positiveLabel" : "question"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.81999999999999995,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.84999999999999998,
        "zh-Hans" : 0.81999999999999995
      },
      "id" : "invitation",
      "labels" : [
        "notInvitation",
        "invitation"
      ],
      "modelFile" : "InvitationIntentClassifier.mlmodel",
      "positiveLabel" : "invitation"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.81999999999999995,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.83999999999999997,
        "zh-Hans" : 0.81999999999999995
      },
      "id" : "complaint",
      "labels" : [
        "notComplaint",
        "complaint"
      ],
      "modelFile" : "ComplaintIntentClassifier.mlmodel",
      "positiveLabel" : "complaint"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.68000000000000005,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.68000000000000005,
        "zh-Hans" : 0.53000000000000003
      },
      "id" : "scheduleNegotiation",
      "labels" : [
        "notScheduleNegotiation",
        "scheduleNegotiation"
      ],
      "modelFile" : "ScheduleNegotiationIntentClassifier.mlmodel",
      "positiveLabel" : "scheduleNegotiation"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.71999999999999997,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.71999999999999997,
        "zh-Hans" : 0.71999999999999997
      },
      "id" : "confirmationDecision",
      "labels" : [
        "notConfirmationDecision",
        "confirmationDecision"
      ],
      "modelFile" : "ConfirmationDecisionIntentClassifier.mlmodel",
      "positiveLabel" : "confirmationDecision"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.72999999999999998,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.72999999999999998,
        "zh-Hans" : 0.72999999999999998
      },
      "id" : "followUpReminder",
      "labels" : [
        "notFollowUpReminder",
        "followUpReminder"
      ],
      "modelFile" : "FollowUpReminderIntentClassifier.mlmodel",
      "positiveLabel" : "followUpReminder"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.75,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.75,
        "zh-Hans" : 0.79000000000000004
      },
      "id" : "replyableMessage",
      "labels" : [
        "notReplyableMessage",
        "replyableMessage"
      ],
      "modelFile" : "ConversationalReplyIntentClassifier.mlmodel",
      "positiveLabel" : "replyableMessage"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "id" : "sentiment",
      "labels" : [
        "negative",
        "neutral",
        "positive"
      ],
      "modelFile" : "SentimentClassifier.mlmodel"
    },
    {
      "acceptedForAutomaticRouting" : true,
      "algorithm" : "maxEnt",
      "confidenceThreshold" : 0.68999999999999995,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.68999999999999995,
        "zh-Hans" : 0.77000000000000002
      },
      "id" : "blessing",
      "labels" : [
        "notBlessing",
        "blessing"
      ],
      "modelFile" : "BlessingIntentClassifier.mlmodel",
      "positiveLabel" : "blessing",
      "trainedAt" : "2026-08-27T01:58:55Z",
      "trainingCorpusRecordCount" : 17692
    }
  ],
  "corpusRecordCount" : 13332,
  "generatedAt" : "2026-08-26T15:18:57Z",
  "schemaVersion" : 3,
  "verifierGeneratedAt" : "2026-08-27T09:25:26Z",
  "verifierLabelPolicy" : "multi-model-consensus-without-human-gold",
  "verifiers" : [
    {
      "acceptedForAutomaticRouting" : false,
      "confidenceThreshold" : 0.81999999999999995,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.84999999999999998,
        "zh-Hans" : 0.5
      },
      "deploymentMode" : "shadow",
      "id" : "action",
      "labels" : [
        "taskOnly",
        "complaintOnly",
        "both",
        "questionRequest",
        "neither"
      ],
      "minimumMargin" : 0,
      "minimumMarginsByLanguage" : {
        "en" : 0,
        "zh-Hans" : 0
      },
      "modelFile" : "ActionIntentVerifier.mlmodel"
    },
    {
      "acceptedForAutomaticRouting" : false,
      "confidenceThreshold" : 0.5,
      "confidenceThresholdsByLanguage" : {
        "en" : 0.5,
        "zh-Hans" : 1
      },
      "deploymentMode" : "shadow",
      "id" : "coordination",
      "labels" : [
        "invitation",
        "scheduleNegotiation",
        "confirmationDecision",
        "followUpReminder",
        "neither"
      ],
      "minimumMargin" : 0.45000000000000001,
      "minimumMarginsByLanguage" : {
        "en" : 0.45000000000000001,
        "zh-Hans" : 1
      },
      "modelFile" : "CoordinationIntentVerifier.mlmodel"
    }
  ]
}