{
  "rubric_id": "research-practice-maturity-v1",
  "scale": "Ten dimensions scored from 0 to 10; totals measure repository evidence practices, not scientific merit.",
  "before_total": 41,
  "after_total": 95,
  "dimensions": [
    {
      "name": "Question",
      "before": 3,
      "after": 10
    },
    {
      "name": "Methods",
      "before": 3,
      "after": 10
    },
    {
      "name": "Provenance",
      "before": 4,
      "after": 9
    },
    {
      "name": "Uncertainty",
      "before": 3,
      "after": 9
    },
    {
      "name": "Validation",
      "before": 4,
      "after": 10
    },
    {
      "name": "Reproduction",
      "before": 5,
      "after": 10
    },
    {
      "name": "Claims",
      "before": 3,
      "after": 10
    },
    {
      "name": "Documentation",
      "before": 5,
      "after": 9
    },
    {
      "name": "Visualization",
      "before": 6,
      "after": 9
    },
    {
      "name": "Release",
      "before": 5,
      "after": 9
    }
  ],
  "boundary": "The score is an auditable repository-practice heuristic, not peer review, an instrument-performance score, or a literal multiplier of scientific quality."
}