{
  "meta": {
    "model": "Andrazp/multilingual-hate-speech-robacofi",
    "device": "cpu",
    "warmup_ms": 125.0,
    "llm_provider": "gemini",
    "llm": true,
    "built_at": "2026-06-17T23:00:01+00:00",
    "version": 4
  },
  "posts": {
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      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.5091,
        "hate_confidence": 0.0022,
        "manipulation_confidence": 0.5091,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9978,
          "offensive": 0.0022
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "Analysis accurately describes the post as lacking manipulative techniques.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p8": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
        "confidence": 0.6559,
        "hate_confidence": 0.0005,
        "manipulation_confidence": 0.6559,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9995,
          "offensive": 0.0005
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The post uses fear and urgency to influence the reader.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "fear_amplification",
          "false_urgency",
          "emotional_manipulation"
        ],
        "emotional_triggers": [
          "fear",
          "urgency"
        ],
        "explanation": "The post uses fear and urgency to influence the reader, implying a loss of control over personal finances.",
        "recommendation": "Verify the information through reputable sources before reacting or sharing.",
        "severity": "medium",
        "highlights": [
          {
            "phrase": "They don't want you to know this",
            "type": "fear_amplification",
            "label": "Conspiratorial tone"
          },
          {
            "phrase": "switch off your bank account with a single click",
            "type": "fear_amplification",
            "label": "Fear of financial control"
          },
          {
            "phrase": "Screenshot this before it gets taken down",
            "type": "false_urgency",
            "label": "Urgency and scarcity"
          }
        ],
        "bias_check": "I checked the text against Article 19 protections, satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to avoid false positives.",
        "citations": [
          "https://www.ohchr.org/en/documents/general-comments-and-recommendations/general-comment-no34-article-19-freedoms-opinion-and",
          "https://www.unesco.org/en/media-information-literacy",
          "https://www.unesco.org/en/articles/guidelines-governance-digital-platforms"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "v1": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
        "confidence": 0.5944,
        "hate_confidence": 0.0004,
        "manipulation_confidence": 0.5944,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9996,
          "offensive": 0.0004
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The post uses language that creates a sense of urgency and emotional appeal to prompt sharing.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "false_urgency",
          "emotional_manipulation"
        ],
        "emotional_triggers": [
          "urgency",
          "exclusivity"
        ],
        "explanation": "The post uses false urgency and emotional manipulation to prompt sharing.",
        "recommendation": "Verify the content before sharing to ensure it's accurate and not misleading.",
        "severity": "medium",
        "highlights": [
          {
            "phrase": "Watch before they take it down",
            "type": "false_urgency",
            "label": "Urgency"
          },
          {
            "phrase": "Share it NOW while you still can",
            "type": "emotional_manipulation",
            "label": "Emotional Appeal"
          }
        ],
        "bias_check": "The post was checked against Article 19 protections, satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to avoid false positives.",
        "citations": [
          "https://www.ohchr.org/en/documents/general-comments-and-recommendations/general-comment-no34-article-19-freedoms-opinion-and",
          "https://www.unesco.org/en/media-information-literacy",
          "https://www.unesco.org/en/articles/guidelines-governance-digital-platforms"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p16": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
        "confidence": 0.7333,
        "hate_confidence": 0.27,
        "manipulation_confidence": 0.7333,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.73,
          "offensive": 0.27
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The post contains dehumanizing language and scapegoating towards a group.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "dehumanizing_language",
          "scapegoating",
          "us_vs_them"
        ],
        "emotional_triggers": [
          "fear",
          "anger",
          "disgust"
        ],
        "explanation": "The wording uses dehumanizing language and scapegoating to create fear and anger towards a group.",
        "recommendation": "Consider the potential harm of such rhetoric before sharing or reacting.",
        "severity": "high",
        "highlights": [
          {
            "phrase": "vermin who swarm in and bleed this place dry",
            "type": "dehumanizing_language",
            "label": "Dehumanizing comparison"
          },
          {
            "phrase": "They don't belong here and they should be driven out",
            "type": "scapegoating",
            "label": "Scapegoating and exclusion"
          }
        ],
        "bias_check": "I checked the text against Article 19 protections, considering the context of satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to avoid false positives.",
        "citations": [
          "https://www.ohchr.org/en/documents/outcome-documents/rabat-plan-action",
          "https://www.un.org/en/hate-speech/un-strategy-and-plan-of-action-on-hate-speech",
          "https://www.unesco.org/en/media-information-literacy"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p3": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.3213,
        "hate_confidence": 0.0006,
        "manipulation_confidence": 0.3213,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
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          "offensive": 0.0006
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": null
      },
      "analysis": null
    },
    "p10": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
        "confidence": 0.6714,
        "hate_confidence": 0.0005,
        "manipulation_confidence": 0.6714,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9995,
          "offensive": 0.0005
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The analysis accurately identifies false urgency and emotional manipulation techniques in the post.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "false_urgency",
          "emotional_manipulation"
        ],
        "emotional_triggers": [
          "fear of missing out",
          "greed"
        ],
        "explanation": "The post uses urgency and emotional appeal to create a sense of scarcity and pressure the reader into action.",
        "recommendation": "Consider verifying the claim and evaluating the opportunity carefully before making a decision.",
        "severity": "medium",
        "highlights": [
          {
            "phrase": "ONLY 100 spots left",
            "type": "false_urgency",
            "label": "Scarcity"
          },
          {
            "phrase": "will be kicking themselves in 6 months",
            "type": "emotional_manipulation",
            "label": "Fear of regret"
          }
        ],
        "bias_check": "I checked the post against Article 19 protections, satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to ensure it was not over-classified.",
        "citations": [
          "https://www.ohchr.org/en/documents/general-comments-and-recommendations/general-comment-no34-article-19-freedoms-opinion-and",
          "https://www.unesco.org/en/media-information-literacy",
          "https://www.unesco.org/en/articles/guidelines-governance-digital-platforms"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p15": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
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        "hate_confidence": 0.0466,
        "manipulation_confidence": 0.786,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
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          "offensive": 0.0466
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The post contains dehumanizing language and scapegoating that meets the Rabat high threshold for hate speech.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "us_vs_them",
          "scapegoating",
          "dehumanizing_language"
        ],
        "emotional_triggers": [
          "fear",
          "resentment"
        ],
        "explanation": "The wording uses divisive language to create an us-versus-them mentality and scapegoats a group for perceived problems.",
        "recommendation": "Consider verifying information through reputable sources before reacting or sharing.",
        "severity": "medium",
        "highlights": [
          {
            "phrase": "These people pour into our town",
            "type": "us_vs_them",
            "label": "Divisive language"
          },
          {
            "phrase": "don't bother learning how we live",
            "type": "scapegoating",
            "label": "Blame assignment"
          },
          {
            "phrase": "breed faster than we can keep up",
            "type": "dehumanizing_language",
            "label": "Dehumanizing description"
          }
        ],
        "bias_check": "I checked the text against Article 19 protections, considering satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination safeguards to avoid false positives.",
        "citations": [
          "https://www.ohchr.org/en/documents/outcome-documents/rabat-plan-action",
          "https://www.un.org/en/hate-speech/un-strategy-and-plan-of-action-on-hate-speech",
          "https://www.unesco.org/en/media-information-literacy"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p2": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.7405,
        "hate_confidence": 0.0025,
        "manipulation_confidence": 0.7405,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9975,
          "offensive": 0.0025
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": false,
          "reason": "Analysis incorrectly flags post as manipulation when it is merely an opinion.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p11": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.8512,
        "hate_confidence": 0.001,
        "manipulation_confidence": 0.8512,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.999,
          "offensive": 0.001
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": false,
          "reason": "Analysis overreaches by labeling ordinary opinion as manipulation without clear textual evidence.",
          "checked": true
        }
      },
      "analysis": null
    },
    "ru1": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
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        "hate_confidence": 0.0012,
        "manipulation_confidence": 0.7999,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9988,
          "offensive": 0.0012
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "Analysis accurately identifies fear amplification and false urgency techniques in the post.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "fear_amplification",
          "false_urgency"
        ],
        "emotional_triggers": [
          "fear",
          "urgency"
        ],
        "explanation": "The text uses fear amplification and false urgency to prompt the reader into action.",
        "recommendation": "Consider verifying the information before sharing to ensure it's accurate and not misleading.",
        "severity": "medium",
        "highlights": [
          {
            "phrase": "Они не хотят, чтобы вы это знали",
            "type": "fear_amplification",
            "label": "Fear induction"
          },
          {
            "phrase": "пока это не удалили",
            "type": "false_urgency",
            "label": "Urgency creation"
          }
        ],
        "bias_check": "The text was checked against Article 19 protections, satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to avoid false positives.",
        "citations": [
          "https://www.ohchr.org/en/documents/general-comments-and-recommendations/general-comment-no34-article-19-freedoms-opinion-and",
          "https://www.unesco.org/en/media-information-literacy",
          "https://www.unesco.org/en/articles/guidelines-governance-digital-platforms"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p17": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "hate",
        "confidence": 0.9984,
        "hate_confidence": 0.9984,
        "manipulation_confidence": 0.8944,
        "high_confidence": true,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.0016,
          "offensive": 0.9984
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The post contains clear dehumanizing language and identity-based degradation.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "dehumanizing_language",
          "identity_targeting",
          "us_vs_them"
        ],
        "emotional_triggers": [
          "fear",
          "disgust"
        ],
        "explanation": "The post uses dehumanizing language and targets a group, implying they are a threat.",
        "recommendation": "Read with caution, considering the potential for harmful stereotypes.",
        "severity": "high",
        "highlights": [
          {
            "phrase": "They're animals, plain and simple",
            "type": "dehumanizing_language",
            "label": "Dehumanization"
          },
          {
            "phrase": "should be removed from our streets",
            "type": "identity_targeting",
            "label": "Targeting a group"
          }
        ],
        "bias_check": "The text was checked against Article 19 free-expression protections, Rabat's high threshold for incitement, and non-discrimination safeguards, but crossed the threshold due to clear dehumanization and targeting.",
        "citations": [
          "https://www.ohchr.org/en/documents/outcome-documents/rabat-plan-action",
          "https://www.un.org/en/hate-speech/un-strategy-and-plan-of-action-on-hate-speech",
          "https://www.unesco.org/en/articles/guidelines-governance-digital-platforms"
        ],
        "source": "llm",
        "kind": "hate"
      }
    },
    "p5": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.6593,
        "hate_confidence": 0.0007,
        "manipulation_confidence": 0.6593,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9993,
          "offensive": 0.0007
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The analysis accurately describes the post as lacking manipulative techniques.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p12": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
        "confidence": 0.8624,
        "hate_confidence": 0.0005,
        "manipulation_confidence": 0.8624,
        "high_confidence": true,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9995,
          "offensive": 0.0005
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The analysis accurately identifies fear_amplification, false_urgency, and emotional_manipulation techniques in the post.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "fear_amplification",
          "false_urgency",
          "emotional_manipulation"
        ],
        "emotional_triggers": [
          "fear",
          "guilt"
        ],
        "explanation": "The wording tries to influence the reader by creating fear and guilt about the curriculum's impact on children.",
        "recommendation": "Verify the information through reputable sources before reacting or sharing.",
        "severity": "medium",
        "highlights": [
          {
            "phrase": "don't call yourself a real parent",
            "type": "emotional_manipulation",
            "label": "Guilt trip"
          },
          {
            "phrase": "destroy your child's mind",
            "type": "fear_amplification",
            "label": "Fear escalation"
          },
          {
            "phrase": "Act before it's too late",
            "type": "false_urgency",
            "label": "Urgency creation"
          }
        ],
        "bias_check": "I checked the text against Article 19 protections, satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to avoid false positives.",
        "citations": [
          "https://www.ohchr.org/en/documents/general-comments-and-recommendations/general-comment-no34-article-19-freedoms-opinion-and",
          "https://www.unesco.org/en/media-information-literacy",
          "https://www.unesco.org/en/articles/guidelines-governance-digital-platforms"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p18": {
      "classification": {
        "label": "FLAGGED",
        "flagged": true,
        "kind": "manipulation",
        "confidence": 0.7491,
        "hate_confidence": 0.0225,
        "manipulation_confidence": 0.7491,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9775,
          "offensive": 0.0225
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The post contains dehumanizing language and scapegoating towards a group.",
          "checked": true
        }
      },
      "analysis": {
        "techniques": [
          "scapegoating",
          "dehumanizing_language",
          "us_vs_them"
        ],
        "emotional_triggers": [
          "fear",
          "anger",
          "disgust"
        ],
        "explanation": "The wording uses dehumanizing language and scapegoating to create fear and anger towards a group.",
        "recommendation": "Consider verifying information before reacting or sharing to avoid spreading harmful stereotypes.",
        "severity": "high",
        "highlights": [
          {
            "phrase": "They've infested every neighborhood they've touched and turned it into a dump",
            "type": "dehumanizing_language",
            "label": "Dehumanizing comparison"
          },
          {
            "phrase": "Pack them up and send them back where they came from",
            "type": "scapegoating",
            "label": "Scapegoating and expulsion"
          }
        ],
        "bias_check": "I checked the text against Article 19 protections, satire, ordinary advocacy, cultural and linguistic nuance, and non-discrimination to ensure it does not unfairly target a group.",
        "citations": [
          "https://www.ohchr.org/en/documents/outcome-documents/rabat-plan-action",
          "https://www.un.org/en/hate-speech/un-strategy-and-plan-of-action-on-hate-speech",
          "https://www.unesco.org/en/media-information-literacy"
        ],
        "source": "llm",
        "kind": "manipulation"
      }
    },
    "p7": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.6278,
        "hate_confidence": 0.0002,
        "manipulation_confidence": 0.6278,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9998,
          "offensive": 0.0002
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": false,
          "reason": "Analysis incorrectly flags post as manipulation when it is ordinary opinion and reflection.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p9": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.9008,
        "hate_confidence": 0.0004,
        "manipulation_confidence": 0.9008,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9996,
          "offensive": 0.0004
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": false,
          "reason": "The analysis overreaches by labeling ordinary opinion and criticism of power as manipulation without clear textual evidence.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p13": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.7975,
        "hate_confidence": 0.0012,
        "manipulation_confidence": 0.7975,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9988,
          "offensive": 0.0012
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "The analysis accurately identifies the post's use of sarcasm to express frustration.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p4": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.3288,
        "hate_confidence": 0.001,
        "manipulation_confidence": 0.3288,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.999,
          "offensive": 0.001
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": null
      },
      "analysis": null
    },
    "p14": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.7382,
        "hate_confidence": 0.0003,
        "manipulation_confidence": 0.7382,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9997,
          "offensive": 0.0003
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": true,
          "reason": "Analysis accurately describes post's cautious skepticism without overreaching.",
          "checked": true
        }
      },
      "analysis": null
    },
    "p6": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.0791,
        "hate_confidence": 0.0054,
        "manipulation_confidence": 0.0791,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9946,
          "offensive": 0.0054
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": null
      },
      "analysis": null
    },
    "p19": {
      "classification": {
        "label": "CLEAR",
        "flagged": false,
        "kind": null,
        "confidence": 0.7153,
        "hate_confidence": 0.0009,
        "manipulation_confidence": 0.7153,
        "high_confidence": false,
        "truncated": false,
        "raw_scores": {
          "not offensive": 0.9991,
          "offensive": 0.0009
        },
        "model": "Andrazp/multilingual-hate-speech-robacofi",
        "verification": {
          "relevant": false,
          "reason": "The analysis overreaches by labeling ordinary opinion as scapegoating without clear textual evidence of identity-based degradation or dehumanization.",
          "checked": true
        }
      },
      "analysis": null
    }
  }
}