{
  "handle": "ClassificationReview",
  "gloss": "Re-check a classification of agents who can learn of it, because being classified may change them",
  "mechanism": "When a {{category}} is applied to agents who can learn how they were classified, such as people, teams or models, the classification states when and how its fit will be re-checked against the members' current behaviour. A re-check that finds members changed toward or away from the label records that the label itself may have caused the change.",
  "invariants": [
    "A classification of agents who can learn of it states when and how its fit is re-checked.",
    "Re-checks compare members' current behaviour with the classification's criteria, not with their behaviour when first classified."
  ],
  "failure_modes": [
    "Looping drift: members change in response to the label and the label stops fitting.",
    "Self-fulfilment: members conform to the label, and the conformity is taken as confirmation."
  ],
  "_meta": {
    "path": [
      "Mind",
      "Reasoning"
    ],
    "ring": 2,
    "tier": 2,
    "related": [
      "Sunsetkind",
      "Situfit",
      "Labelloop"
    ],
    "minted": "2026-10-05T21:48:40+02:00"
  },
  "sema_id": "sema:ClassificationReview#mh:SHA-256:78a54c404f13858297b6a948f4e141036307dad7a3e0ec5070be2bcf2c1350e6",
  "sema_ref": "ClassificationReview#78a5",
  "sema_stub": "78a5",
  "dependencies": {
    "references": {
      "category": "sema:Category#mh:SHA-256:d2db51ecab5ef8f0e434bd592f729c2ba955f0609e68a48aac9a95232447a696"
    }
  },
  "sema_layer": "Mind",
  "sema_category": "Reasoning",
  "used_by": {}
}