{
  "paper_id": "review_20251127_214136",
  "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": "It develops a mixed-methods framework that integrates quantitative event data with qualitative narrative analysis.",
      "linked_prior_work": [
        "Creswell, 2018"
      ],
      "scores": {
        "gap_identification": 1,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Framework adapts existing mixed-methods approach to conflict data."
    },
    {
      "claim_id": "C02",
      "claim_text": "It provides empirical evidence regarding credibility differentials between local and international sources in conflict reporting.",
      "linked_prior_work": [],
      "scores": {
        "gap_identification": 0,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Presents findings but no baseline comparison for delta."
    },
    {
      "claim_id": "C03",
      "claim_text": "The research analyzes communicative factors that influence trust in conflict-related information.",
      "linked_prior_work": [],
      "scores": {
        "gap_identification": 0,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Qualitative analysis of trust factors; no measurable improvement."
    },
    {
      "claim_id": "C04",
      "claim_text": "It documents institutional framing effects on the perception of civilian harm.",
      "linked_prior_work": [],
      "scores": {
        "gap_identification": 0,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Analyses framing effects; conceptual overlap with media studies."
    },
    {
      "claim_id": "C05",
      "claim_text": "Methodologically, it offers innovations in triangulating different types of conflict data to enhance analytic rigor.",
      "linked_prior_work": [
        "Creswell, 2018"
      ],
      "scores": {
        "gap_identification": 1,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Applies triangulation to conflict data; not a novel method."
    },
    {
      "claim_id": "C06",
      "claim_text": "This research contributes by offering a joint moral-statistical model demonstrating how data transparency functions as testimony.",
      "linked_prior_work": [
        "Fricker, 2007",
        "Margalit, 2002"
      ],
      "scores": {
        "gap_identification": 1,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Combines existing moral witnessing and statistical frameworks."
    },
    {
      "claim_id": "C07",
      "claim_text": "The study contributes to frameworks for ethical data collection and dissemination in conflict-affected regions.",
      "linked_prior_work": [
        "Creswell, 2018"
      ],
      "scores": {
        "gap_identification": 0,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Contribution to ethical frameworks is implied, not demonstrated."
    },
    {
      "claim_id": "C08",
      "claim_text": "The study builds on previous work in conflict studies and media witnessing while addressing gaps in the representation of Palestinian epistemic agency.",
      "linked_prior_work": [
        "Pettersson, 2021",
        "Raleigh et al., 2010",
        "Allan, 2017",
        "Frosh, 2022"
      ],
      "scores": {
        "gap_identification": 2,
        "contribution_delta": 0,
        "idea_provenance": 1
      },
      "derivative_risk": "MEDIUM",
      "notes": "Explicit gap with multiple citations; no performance delta shown."
    }
  ],
  "sub_scores": {
    "method_novelty": 1.0,
    "question_novelty": 1.0,
    "result_theory_novelty": 1.0,
    "data_context_novelty": 1.0
  },
  "rkv_contribution_score": 4.375,
  "novelty_classification": "DERIVATIVE",
  "novelty_flags": [
    "No measurable delta",
    "Gap not grounded in literature for most claims",
    "All novelty comes from recombination only"
  ],
  "metadata": {
    "model": "deepseek-chat",
    "paper_id": "review_20251127_214136",
    "max_contribution_claims": 10,
    "domain": "biology",
    "paper_title": "Counting the Living: Civilian Harm in the Palestinian Holocaust"
  }
}