{
  "paper_id": "review_20251127_212520",
  "novelty_dimensions_checked": [
    "gap_identification",
    "contribution_delta",
    "idea_provenance",
    "method_novelty",
    "question_novelty",
    "result_theory_novelty",
    "data_context_novelty"
  ],
  "contribution_claims": [
    {
      "claim_id": "C01",
      "claim_text": "Development of a postcolonial labor metrics framework that integrates political economy with epistemic justice perspectives",
      "linked_prior_work": [
        "Roy (2019)",
        "Farsakh (2021)",
        "Fricker (2007)",
        "Spivak (1988)"
      ],
      "scores": {
        "gap_identification": 1,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Integrates existing frameworks; no measurable delta provided."
    },
    {
      "claim_id": "C02",
      "claim_text": "Empirical documentation of labor force trends from 2020 to 2025 through mixed-methods analysis",
      "linked_prior_work": [
        "Creswell (2018)",
        "Bsharat et al. (2025)",
        "Bayyoud et al. (2025)"
      ],
      "scores": {
        "gap_identification": 1,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Applies known method to specific time period; no performance delta."
    },
    {
      "claim_id": "C03",
      "claim_text": "Theoretical advancement in understanding resilience as socially produced through community networks and moral economies",
      "linked_prior_work": [
        "Alamdari et al. (2022)",
        "Ungar (2021)",
        "Lordos & Hyslop (2021)",
        "Zelizer (2021)"
      ],
      "scores": {
        "gap_identification": 1,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Recombines existing resilience and moral economy concepts."
    }
  ],
  "sub_scores": {
    "method_novelty": 1.0,
    "question_novelty": 1.0,
    "result_theory_novelty": 1.0,
    "data_context_novelty": 1.0
  },
  "rkv_contribution_score": 5.0,
  "novelty_classification": "LOW",
  "novelty_flags": [
    "No measurable delta",
    "Gap not grounded in literature",
    "All novelty comes from recombination only"
  ],
  "metadata": {
    "model": "deepseek-chat",
    "paper_id": "review_20251127_212520",
    "max_contribution_claims": 10,
    "domain": "healthcare",
    "paper_title": "Postcolonial Labor Metrics: Quantifying Inequality and Resilience in Occupied Palestine"
  }
}