{
  "identifier": "o43fIYVZ",
  "argumentId": "cmoxjsgqz030a8cssiw4xqe83",
  "permalink": "https://www.isonomia.app/a/o43fIYVZ",
  "version": 1,
  "contentHash": "sha256:976dee1fb99b1c0a9243a95d780270c56802c1ce7893b13b33a23fd4993bac40",
  "immutablePermalink": "https://www.isonomia.app/a/o43fIYVZ@976dee1fb99b1c0a9243a95d780270c56802c1ce7893b13b33a23fd4993bac40",
  "isoId": "iso:argument:o43fIYVZ",
  "isoUrl": "https://www.isonomia.app/iso/argument/o43fIYVZ",
  "doi": null,
  "retrievedAt": "2026-07-16T18:18:54.316Z",
  "createdAt": "2026-05-08T23:30:10.763Z",
  "updatedAt": "2026-05-08T23:30:10.763Z",
  "conclusion": {
    "claimId": "cmoxjsbzi03038cssc8h1haqg",
    "moid": "4db09f2090e9e46e13d460c54a5515788fdc61df7eb0a0bc8b453b0ee97c77cf",
    "text": "Hosseinmardi's methodologically stronger design supports the skeptical position because it found recommendations rarely move ordinary users toward extreme content, while the weaker Ribeiro design found radicalization pathways."
  },
  "premises": [
    {
      "claimId": "cmoxjsdml03058cssdedfs4m0",
      "moid": "56b9688db8793d3c772e5884be21a5f9f84e33c866ea2b5a196e7bec00912a8c",
      "text": "Hosseinmardi et al. (2021) found far-right content consumption was concentrated among users with existing views who arrived via off-platform referrals, with recommendations rarely moving ordinary users toward extremism.",
      "isImplicit": false
    },
    {
      "claimId": "cmoxjsf3k03078csszcrbskht",
      "moid": "7c336a0632859be90a121262497c82102c59b25419eb1d5ff3df9517ea20a500",
      "text": "If the methodologically stronger study (Hosseinmardi with off-platform controls) finds against algorithmic radicalization while the weaker study (Ribeiro without such controls) finds for it, the weight of evidence favors the skeptical interpretation.",
      "isImplicit": false
    }
  ],
  "scheme": {
    "id": "cmoqrmt99000i8c7texhpjxa1",
    "key": "methodological_critique",
    "name": "Methodological Critique (NON-STANDARD)",
    "title": null,
    "canonicalKey": "methodological_critique",
    "behaviourFingerprint": "cc2d0d290cb52b416effaab9647cfcc206dfbb2e7a24f96ce2b9ccc13bde68ef",
    "catalogueHealth": {
      "isArgumentPattern": true,
      "isDialogueMeta": false,
      "isTestPlaceholder": false,
      "duplicateOf": null,
      "canonicalKey": "methodological_critique",
      "clusterTagMissing": false,
      "fingerprintMaterialised": true
    }
  },
  "evidence": [],
  "structuredCitations": [],
  "criticalQuestions": {
    "schemeKey": "methodological_critique",
    "total": 6,
    "answered": [],
    "partiallyAnswered": [],
    "unanswered": [
      {
        "cqKey": "bias_direction_known?",
        "text": "Is the literature really agreed that defects of kind K bias inferences in direction B, or is the bias direction itself contested?",
        "attackKind": "UNDERMINES",
        "cqStatusId": "cmoxjsj26030g8css2hvknsj9",
        "schemeKey": "methodological_critique",
        "premiseType": "ORDINARY",
        "isSchemeRequired": true,
        "inheritedFromParentScheme": false,
        "cqStatusEnum": "OPEN",
        "challenged": false,
        "challengeCount": 0,
        "cqRequiresEvidence": false,
        "cqBurden": "PROPONENT",
        "answerSelfCanonical": false,
        "answerAuthorKind": "HUMAN",
        "status": "open"
      },
      {
        "cqKey": "defect_present?",
        "text": "Does study S actually have defect D, or is the description of S inaccurate?",
        "attackKind": "UNDERMINES",
        "cqStatusId": "cmoxjsj26030h8cssl5jsr0cq",
        "schemeKey": "methodological_critique",
        "premiseType": "ORDINARY",
        "isSchemeRequired": true,
        "inheritedFromParentScheme": false,
        "cqStatusEnum": "OPEN",
        "challenged": false,
        "challengeCount": 0,
        "cqRequiresEvidence": false,
        "cqBurden": "PROPONENT",
        "answerSelfCanonical": false,
        "answerAuthorKind": "HUMAN",
        "status": "open"
      },
      {
        "cqKey": "magnitude_of_bias?",
        "text": "Is the expected magnitude of the bias from D large enough to overturn S's reported effect, or is the effect robust to plausible bias corrections?",
        "attackKind": "REBUTS",
        "cqStatusId": "cmoxjsj26030i8cssdtmxfiek",
        "schemeKey": "methodological_critique",
        "premiseType": "ORDINARY",
        "isSchemeRequired": true,
        "inheritedFromParentScheme": false,
        "cqStatusEnum": "OPEN",
        "challenged": false,
        "challengeCount": 0,
        "cqRequiresEvidence": false,
        "cqBurden": "PROPONENT",
        "answerSelfCanonical": false,
        "answerAuthorKind": "HUMAN",
        "status": "open"
      },
      {
        "cqKey": "robustness_check?",
        "text": "Has S (or a follow-up study) performed a robustness check or sensitivity analysis that addresses defect D directly?",
        "attackKind": "UNDERCUTS",
        "cqStatusId": "cmoxjsj26030j8cssdjxx8vb8",
        "schemeKey": "methodological_critique",
        "premiseType": "ORDINARY",
        "isSchemeRequired": true,
        "inheritedFromParentScheme": false,
        "cqStatusEnum": "OPEN",
        "challenged": false,
        "challengeCount": 0,
        "cqRequiresEvidence": false,
        "cqBurden": "PROPONENT",
        "answerSelfCanonical": false,
        "answerAuthorKind": "HUMAN",
        "status": "open"
      },
      {
        "cqKey": "selective_critique?",
        "text": "Is this critique applied consistently — i.e., would it apply to studies on the other side of the debate that share the same defect kind K?",
        "attackKind": "UNDERCUTS",
        "cqStatusId": "cmoxjsj26030k8csst3ivs61u",
        "schemeKey": "methodological_critique",
        "premiseType": "ORDINARY",
        "isSchemeRequired": true,
        "inheritedFromParentScheme": false,
        "cqStatusEnum": "OPEN",
        "challenged": false,
        "challengeCount": 0,
        "cqRequiresEvidence": false,
        "cqBurden": "PROPONENT",
        "answerSelfCanonical": false,
        "answerAuthorKind": "HUMAN",
        "status": "open"
      },
      {
        "cqKey": "triangulation?",
        "text": "Is H supported by independent studies that do not share defect D, such that S's defect does not undermine H itself?",
        "attackKind": "UNDERCUTS",
        "cqStatusId": "cmoxjsj26030l8csseuf7394d",
        "schemeKey": "methodological_critique",
        "premiseType": "ORDINARY",
        "isSchemeRequired": true,
        "inheritedFromParentScheme": false,
        "cqStatusEnum": "OPEN",
        "challenged": false,
        "challengeCount": 0,
        "cqRequiresEvidence": false,
        "cqBurden": "PROPONENT",
        "answerSelfCanonical": false,
        "answerAuthorKind": "HUMAN",
        "status": "open"
      }
    ]
  },
  "schemeInstance": null,
  "confidence": null,
  "dialecticalStatus": {
    "incomingAttacks": 0,
    "incomingSupports": 0,
    "incomingAttackEdges": 0,
    "criticalQuestionsRequired": 6,
    "criticalQuestionsAnswered": 0,
    "criticalQuestionsOpen": 6,
    "standingScore": 0.5,
    "isTested": false,
    "testedness": "untested",
    "standingState": "untested-default",
    "standingDepth": {
      "challengers": 0,
      "independentReviewers": 0,
      "lastChallengedAt": null,
      "lastDefendedAt": null,
      "confidence": "thin"
    },
    "fitnessBreakdown": {
      "total": 0,
      "components": {
        "cqAnswered": {
          "count": 0,
          "weight": 1,
          "contribution": 0
        },
        "supportEdges": {
          "count": 0,
          "weight": 0.5,
          "contribution": 0
        },
        "attackEdges": {
          "count": 0,
          "weight": -0.7,
          "contribution": 0
        },
        "attackCAs": {
          "count": 0,
          "weight": -1,
          "contribution": 0
        },
        "evidenceWithProvenance": {
          "count": 0,
          "weight": 0.25,
          "contribution": 0
        }
      },
      "weights": {
        "cqAnswered": 1,
        "supportEdges": 0.5,
        "attackEdges": -0.7,
        "attackCAs": -1,
        "evidenceWithProvenance": 0.25
      }
    }
  },
  "deliberation": {
    "id": "cmoxash9b002m8css84ta50hr",
    "title": null
  },
  "author": {
    "id": "150",
    "displayName": null,
    "kind": "HUMAN",
    "aiProvenance": null
  }
}