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                "threshold_band": "strong"
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                "threshold_band": "strong"
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                "code": "Uncertain",
                "label": "Uncertain",
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                "score": 68,
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                "threshold_band": "strong"
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                "score": 0,
                "match_percent": 0,
                "threshold_band": "none"
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                "code": "Crypto",
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                "tone": "toxic",
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                "score": 0,
                "match_percent": 0,
                "threshold_band": "none"
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            "status": "fresh",
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                        "host": "inrae.fr",
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                        "source_meta": {
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                            "source_type": "official_site",
                            "label": "Official site",
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                                "The exact domain is mentioned in the page snippet or document text.",
                                "The result URL contains the exact domain string.",
                                "The site name or brand appears in the document."
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                        "providers": [
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                        "external_results_added": 0,
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                        "host": "inrae.fr",
                        "title": "INRAE : recherches pour l'agriculture, l'alimentation et l'environnement",
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                            "source_type": "official_site",
                            "label": "Official site",
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                            "exactness": "exact_domain",
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                                "The exact domain is mentioned in the page snippet or document text.",
                                "The result URL contains the exact domain string.",
                                "The site name or brand appears in the document."
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                        "body": "INRAE : recherches pour l'agriculture, l'alimentation et l'environnement Contenu Recherche Navigation Jobs Presse Annuaire Intranet Médiathèque Kiosque Rechercher Réinitialiser la recherche Lancer votre recherche suggestions fr en menu Apprendre et comprendre Espace pédagogique Canal grand public Approchez-vous, des vidéos pour comprendre l'invisible Podcast : la boucle est bouclée Quiz et autres jeux Décryptage La revue Ressources Nos dossiers thématiques Nos ouvrages Revue Sesame : éclairer les controverses Sciences en questions Comprendre l'actu Le risque avalanche Cadmium dans les sols et dans notre alimentation Le nématode du pin en 10 questions Dermatose nodulaire contagieuse : surveiller les élevages La science et vous Participez à nos recherches Le Salon de l'agriculture Tous nos événements Nous connaître L'institut INRAE en bref Présentation de l'institut Rapport annuel Ressources, notre revue Nos lettres d'informations Notre ambition INRAE 2030 L'agence de programme Agralife Europe et international 10e programme-cadre européen Notre organisation Gouvernance Organigramme Nos 18 centres Nos 14 départements Un institut responsable Nos principes Responsabilité sociétale et environnementale Déontologie, intégrité scientifique & éthique Comité d'éthique Un employeur engagé Nos temps forts Le Salon de l’agriculture Les Lauriers INRAE Conférences de presse Année internationale du pastoralisme Des recherches aux solutions Nos thématiques Agroécologie Alimentation, santé globale Biodiversité Bioéconomie Changement climatique et risques Société et territoires Nos solutions Alimentation Agriculture Environnement En revue Nos impacts Science ouverte La politique science ouverte d'INRAE HAL INRAE : nos publications scientifiques Partager les données scientifiques Recherche Data Gouv Nos revues scientifiques et techniques Sciences participatives Recherche participative Prix de la recherche participative Nos applis Collaborer avec nous Collaborer en recherche France 2030 Métaprogrammes INRAE Infrastructures de recherche ouvertes EXPLOR'AE 15 défis, recherche et innovation Innover pour la société Une stratégie d’innovation basée sur le partenariat Nos domaines d'innovation Les start-up et INRAE Pôles universitaires d'innovation Innover avec INRAE Devenez partenaire Les Carnot INRAE Challenge Innotech Éclairer la société et les décideurs Éclairer la décision et le débat public L'expertise scientifique collective, la prospective et les études L'appui aux politiques publiques en vidéo Innover avec les territoires Nos dispositifs Enseignement supérieur et agricole TETRAE, un programme avec les Regions Chouette cantine Nous rejoindre Carrières et emploi INRAE recrute Créez votre alerte emploi Le guide des accueils internationaux Ceux qui font INRAE Des femmes et des hommes L’extraordinaire quotidien de nos agents Des prix et des distinctions Les Lauriers INRAE Un employeur engagé INRAE accessible à toutes les ambitions Le label HR Excellence Responsabilité sociétale et environnementale Europe & International Europe La stratégie européenne Nos lauréats ERC International La stratégie internationale Notre actualité internationale Nos scientifiques Vous êtes étudiant Le guide des accueils Les centres INRAE Trouver une unité Vous êtes chercheur Pourquoi et comment nous rejoindre ? Des infrastructures de recherche ouvertes Une expertise internationale Institut national de recherche pour l'agriculture, l'alimentation et l'environnement Journée mondiale de l'eau 2026 : gérer la ressource en eau Journée internationale des forêts Préparer les forêts de de…",
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<nav class=\"Nav Nav--upper\"aria-label=\"Menu secondaire\"role=\"navigation\"> <ul> <li> <a class=\"Nav-item\" href=\"https://jobs.inrae.fr/\" target=\"_blank\" aria-label=\"Jobs (Nouvelle fenêtre)\" > Jobs </a> </li> <li> <a class=\"Nav-item\" href=\"/index.php/presse\" > Presse </a> </li> <li> <a class=\"Nav-item\" href=\"http://annuaire.inrae.fr\" target=\"_blank\" aria-label=\"Annuaire (Nouvelle fenêtre)\" > Annuaire </a> </li> <li> <a class=\"Nav-item\" href=\"https://intranet.inrae.fr\" target=\"_blank\" aria-label=\"Intranet (Nouvelle fenêtre)\" > Intranet </a> </li> <li> <a class=\"Nav-item\" href=\"https://mediatheque.inrae.fr/\" target=\"_blank\" aria-label=\"Médiathèque (Nouvelle fenêtre)\" > Médiathèque </a> </li> <li> <a class=\"Nav-item\" href=\"/index.php/kiosque\" > Kiosque </a> </li> </ul> </nav> </div> </div> </div> </div> <div class=\"Header\"> <div class=\"Header-content\"> <div class=\"Header-region\"> <div class=\"Logo\"> <img class=\"Logo-etat\" src=\"/themes/custom/inrae_socle/public/images/etat_logo.svg\" alt=\"République française\" width=\"138\" height=\"146\"/> <img class=\"Logo-site\" src=\"/themes/custom/inrae_socle/logo.svg\" alt=\"INRAE\"/> </div> </div> <div class=\"Header-region\"> <div class=\"Search\" data-search-container id=\"search\"> <form class=\"Search-form\" id=\"search_form\" action=\"/recherche\" role=\"search\"> <div class=\"Search-formWrapper\"> <div class=\"Search-formInner\"> <label class=\"hidden\" for=\"search_input\"> Rechercher </label> <input id=\"search_query\" name=\"inrae_prod[query]\" type=\"hidden\" value=\"\"> <span id=\"search_algolia\"></span> <button class=\"Search-btn\" type=\"reset\"> <svg class=\"icon icon-cross\" aria-hidden=\"true\" focusable=\"false\" width=\"20\" height=\"20\"><use xlink:href=\"/themes/custom/inrae_socle/public/dist/main.svg?h=064c6f9dd27ba07b#icon-cross\"></use><g></g></svg> <span class=\"hidden\">Réinitialiser la recherche</span> </button> <button 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                        "status_code": 200,
                        "final_url": "https://www.inrae.fr/"
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                "elapsed_ms": 161,
                "candidates_considered": 1,
                "fetch_success_rate": 100,
                "avg_source_trust": 55,
                "avg_entity_score": 98
            },
            "provider_enrichment": {
                "providers": {
                    "safebrowsing": {
                        "status": "disabled"
                    },
                    "abuseipdb": {
                        "status": "quota_exhausted",
                        "confidence": 0,
                        "budget": {
                            "provider": "abuseipdb",
                            "window_key": "2026-03-20",
                            "used": 850,
                            "limit": 850,
                            "remaining": 0,
                            "updated_at": "2026-03-20T04:22:05+00:00"
                        }
                    },
                    "ipinfo": {
                        "status": "ok",
                        "confidence": 54,
                        "ip": "51.254.80.83",
                        "asn": "AS16276",
                        "as_name": "OVH SAS",
                        "as_domain": "ovhcloud.com",
                        "country_code": "FR",
                        "country": "France",
                        "region": "",
                        "city": "",
                        "flags": [],
                        "highlights": [
                            "IPinfo resolved the primary IP to FR on AS16276."
                        ],
                        "citations": [
                            {
                                "title": "IPinfo IP enrichment",
                                "url": "https://ipinfo.io/developers",
                                "host": "ipinfo.io",
                                "snippet": "Primary IP 51.254.80.83 geolocates to FR.",
                                "source_type": "ip_enrichment"
                            }
                        ]
                    },
                    "censys": {
                        "status": "disabled"
                    },
                    "sslmate": {
                        "status": "error",
                        "error": "HTTP 429: {\"code\":\"rate_limited\",\"message\":\"You have exceeded the domain search rate limit for the SSLMate CT Search API. Please try again later, or upgrade your Cert Spotter plan by visiting .\"}"
                    }
                },
                "facts": [],
                "citations": [
                    {
                        "title": "IPinfo IP enrichment",
                        "url": "https://ipinfo.io/developers",
                        "host": "ipinfo.io",
                        "snippet": "Primary IP 51.254.80.83 geolocates to FR.",
                        "source_type": "ip_enrichment"
                    }
                ],
                "highlights": [
                    "IPinfo resolved the primary IP to FR on AS16276."
                ],
                "resolved_ips": [
                    "51.254.80.83"
                ],
                "primary_ip": "51.254.80.83",
                "quality": {
                    "provider_diversity_score": 25,
                    "provider_confidence_score": 54,
                    "provider_fact_count": 0
                }
            },
            "evidence": {
                "scores": {
                    "legit": 0,
                    "safe": 0,
                    "trusted": 0,
                    "caution": 0,
                    "scam": 0,
                    "dangerous": 0,
                    "spam": 0,
                    "nsfw": 0
                },
                "counts": {
                    "official_presence": 0,
                    "business_profiles": 0,
                    "positive_reviews": 0,
                    "negative_reviews": 0,
                    "scam_reports": 0,
                    "dangerous_reports": 0,
                    "spam_reports": 0,
                    "adult_reports": 0
                },
                "tag_support": [],
                "top_supporting_facts": [],
                "top_positive_facts": []
            },
            "quality": {
                "source_diversity_score": 0,
                "entity_coverage_score": 98,
                "freshness_score": 18,
                "confidence": 23,
                "documents_fetched": 1,
                "external_documents_fetched": 0,
                "fact_count": 0,
                "avg_source_trust": 55,
                "avg_entity_score": 98,
                "fetch_success_rate": 100,
                "exact_match_score": 0,
                "query_coverage_score": 20,
                "host_coverage_score": 20,
                "source_type_coverage_score": 25,
                "qualified_evidence_score": 0,
                "exact_match_documents": 0,
                "blocked_candidates": 0,
                "used_direct_fallback": true,
                "external_results_found": 0,
                "provider_diversity_score": 25,
                "provider_confidence_score": 54,
                "provider_fact_count": 0
            },
            "decision": {
                "state": "insufficient",
                "uncertainty": true,
                "candidate_support": 0,
                "candidate_contradiction": 0,
                "supports": {
                    "dangerous": false,
                    "scam": false,
                    "spam": false,
                    "nsfw": false,
                    "trusted": false
                },
                "evidence_quality": "low",
                "state_label": "Inconclusive",
                "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
            },
            "signals": {
                "scores": {
                    "legit": 0,
                    "safe": 0,
                    "trusted": 0,
                    "caution": 0,
                    "scam": 0,
                    "dangerous": 0,
                    "spam": 0,
                    "nsfw": 0
                },
                "counts": {
                    "official_presence": 0,
                    "business_profiles": 0,
                    "positive_reviews": 0,
                    "negative_reviews": 0,
                    "scam_reports": 0,
                    "dangerous_reports": 0,
                    "spam_reports": 0,
                    "adult_reports": 0
                },
                "candidate_support": 0,
                "candidate_contradiction": 0,
                "highlights": [
                    "IPinfo resolved the primary IP to FR on AS16276.",
                    "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                ]
            },
            "citations": [
                {
                    "title": "IPinfo IP enrichment",
                    "url": "https://ipinfo.io/developers",
                    "host": "ipinfo.io",
                    "snippet": "Primary IP 51.254.80.83 geolocates to FR.",
                    "source_type": "ip_enrichment"
                }
            ],
            "urlscan": {
                "domain": "inrae.fr",
                "status": "error",
                "submitted_at": "2026-03-20T10:42:43+00:00",
                "completed_at": null,
                "last_checked_at": "2026-03-20T10:42:43+00:00",
                "last_error": "Rate limit for 'public' exceeded. Limit is 500 per hour. Reset in 1036 seconds.",
                "submitted_url": "https://inrae.fr/",
                "uuid": "",
                "result_url": "",
                "api_result_url": "",
                "visibility": "public",
                "summary": "urlscan.io scan submission failed.",
                "report": [],
                "report_summary": [],
                "is_fresh": false,
                "can_retry": false,
                "poll_after_seconds": 20
            },
            "eligibility": {
                "budget_ms": 4200,
                "search_budget_ms": 1600,
                "review_budget_ms": 2600,
                "query_cap": 2,
                "provider_cap": 1,
                "result_cap": 6,
                "review_document_cap": 4,
                "search_connect_timeout": 2,
                "search_timeout": 3,
                "review_connect_timeout": 2,
                "review_timeout": 3,
                "allowed": true,
                "mode": "normal",
                "decision_code": "run_normal",
                "reason": "interactive-refresh",
                "summary": "Running a standard intelligence pass because the current signals need third-party corroboration. Current candidate tag: T.",
                "cooldown": {
                    "active": false,
                    "empty_attempts": 0,
                    "next_allowed_at": "",
                    "reason": "",
                    "provider_retry_at": ""
                },
                "suffix": {
                    "tld": "fr",
                    "registered_suffix": "fr",
                    "class": "high_confidence",
                    "reserved": false
                },
                "signals": {
                    "trust_score": 95,
                    "quality_score": 87,
                    "safety_score": 100,
                    "fraud_score": 0,
                    "spam_score": 0,
                    "nsfw_score": 0,
                    "score_confidence": 57,
                    "risk_label": "good",
                    "crawl_blocked": false,
                    "last_http_status": 200,
                    "content_word_count": 2580,
                    "internal_links_count": 121,
                    "site_name": "",
                    "title": "INRAE : recherches pour l'agriculture, l'alimentation et l'environnement",
                    "is_tracked": false
                }
            },
            "cooldown": {
                "empty_attempts": 1,
                "next_allowed_at": "2026-03-27T10:42:44+00:00",
                "reason": "Recent intelligence runs produced no qualified third-party evidence, so retries are cooled down to save budget.",
                "provider_retry_at": "",
                "last_reason": "interactive-refresh"
            },
            "debug": {
                "top_supporting_facts": [],
                "top_positive_facts": [],
                "ignored_candidates": [],
                "budget_ms": 4200,
                "search_budget_ms": 1600,
                "review_budget_ms": 2600,
                "search_mode": "interactive-refresh",
                "query_cap": 2,
                "provider_cap": 1,
                "result_cap": 6,
                "review_document_cap": 4,
                "reason": "interactive-refresh",
                "priority": 75,
                "eligibility_decision": "run_normal",
                "provider_statuses": {
                    "safebrowsing": "disabled",
                    "abuseipdb": "quota_exhausted",
                    "ipinfo": "ok",
                    "censys": "disabled",
                    "sslmate": "error"
                }
            },
            "last_good": {
                "checked_at": "2026-03-20T10:42:44+00:00",
                "summary": "External checks ran, but the verified result set was still too sparse to harden the verdict.",
                "decision": {
                    "state": "insufficient",
                    "uncertainty": true,
                    "candidate_support": 0,
                    "candidate_contradiction": 0,
                    "supports": {
                        "dangerous": false,
                        "scam": false,
                        "spam": false,
                        "nsfw": false,
                        "trusted": false
                    },
                    "evidence_quality": "low",
                    "state_label": "Inconclusive",
                    "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
                },
                "signals": {
                    "scores": {
                        "legit": 0,
                        "safe": 0,
                        "trusted": 0,
                        "caution": 0,
                        "scam": 0,
                        "dangerous": 0,
                        "spam": 0,
                        "nsfw": 0
                    },
                    "counts": {
                        "official_presence": 0,
                        "business_profiles": 0,
                        "positive_reviews": 0,
                        "negative_reviews": 0,
                        "scam_reports": 0,
                        "dangerous_reports": 0,
                        "spam_reports": 0,
                        "adult_reports": 0
                    },
                    "candidate_support": 0,
                    "candidate_contradiction": 0,
                    "highlights": [
                        "IPinfo resolved the primary IP to FR on AS16276.",
                        "External evidence remained inconclusive because diversity, exact matching, or confidence was still too weak."
                    ]
                },
                "citations": [
                    {
                        "title": "IPinfo IP enrichment",
                        "url": "https://ipinfo.io/developers",
                        "host": "ipinfo.io",
                        "snippet": "Primary IP 51.254.80.83 geolocates to FR.",
                        "source_type": "ip_enrichment"
                    }
                ]
            }
        },
        "external_decision": {
            "state": "insufficient",
            "uncertainty": true,
            "candidate_support": 0,
            "candidate_contradiction": 0,
            "supports": {
                "dangerous": false,
                "scam": false,
                "spam": false,
                "nsfw": false,
                "trusted": false
            },
            "evidence_quality": "low",
            "state_label": "Inconclusive",
            "state_reason": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
        },
        "signal_scores": [
            {
                "label": "Strongest tag heuristic",
                "value": "T · 87%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "85/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "55/100",
                "tone": "caution",
                "detail": "A higher authority score usually means broader reputation and backlink confidence."
            },
            {
                "label": "Spam risk",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This blends spam indicators with false-positive protections for legitimate sites."
            },
            {
                "label": "Quality score",
                "value": "87/100",
                "tone": "good",
                "detail": "Based on crawl quality, content completeness, and technical evidence."
            },
            {
                "label": "Safety score",
                "value": "100/100",
                "tone": "good",
                "detail": "Higher is safer. Direct fraud signals can heavily cap this even when SEO signals look strong."
            },
            {
                "label": "Fraud score",
                "value": "0/100",
                "tone": "good",
                "detail": "Lower is better. This reflects phishing, drainer, fake-support, fake-shop, and malware signals."
            },
            {
                "label": "Infrastructure risk",
                "value": "1/100",
                "tone": "good",
                "detail": "Lower is better. This reflects the IP, registrar, and nameserver neighbourhood seen by the crawler."
            },
            {
                "label": "Evidence confidence",
                "value": "55/100",
                "tone": "caution",
                "detail": "Higher means the crawler had enough pages and registry evidence to make a stronger call."
            },
            {
                "label": "External evidence",
                "value": "Low",
                "tone": "unknown",
                "detail": "Quality of the structured search and review evidence cluster."
            },
            {
                "label": "External decision",
                "value": "Inconclusive",
                "tone": "unknown",
                "detail": "How third-party evidence compares with the current candidate tag."
            },
            {
                "label": "NSFW score",
                "value": "0/100",
                "tone": "good",
                "detail": "Context-aware adult-content detection with medical / educational false-positive reduction."
            },
            {
                "label": "Registry stability",
                "value": "100/100",
                "tone": "good",
                "detail": "Based on age, expiry runway, and the amount of ownership / registrar churn."
            }
        ],
        "signal_sections": [
            {
                "title": "Registry & ownership",
                "items": [
                    {
                        "label": "Domain age",
                        "value": "7.2 years",
                        "tone": "good",
                        "detail": "Older domains generally carry more historical trust than very new ones."
                    },
                    {
                        "label": "Stability score",
                        "value": "100/100",
                        "tone": "good",
                        "detail": "Penalised by registrar, ownership, and nameserver churn."
                    },
                    {
                        "label": "Days to expiry",
                        "value": "305",
                        "tone": "good",
                        "detail": "Very short renewal windows can be a weak trust signal."
                    },
                    {
                        "label": "Registrar / ownership changes",
                        "value": "0 / 0",
                        "tone": "good",
                        "detail": "Frequent ownership churn can weaken trust."
                    },
                    {
                        "label": "Nameserver changes",
                        "value": "0",
                        "tone": "good",
                        "detail": "Repeated infrastructure changes can indicate instability."
                    },
                    {
                        "label": "DNSSEC / privacy",
                        "value": "DNSSEC off · privacy off",
                        "tone": "caution",
                        "detail": "DNSSEC strengthens DNS trust; privacy is neutral on its own."
                    }
                ]
            },
            {
                "title": "Reputation & search evidence",
                "items": [
                    {
                        "label": "Backlinks",
                        "value": "21",
                        "tone": "caution",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "21",
                        "tone": "good",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "92",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "81",
                        "tone": "caution",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "79/100",
                        "tone": "good",
                        "detail": "Stronger brand signals reduce false positives for legitimate sites."
                    },
                    {
                        "label": "Risk label",
                        "value": "GOOD",
                        "tone": "unknown",
                        "detail": "This is the raw crawl / heuristic risk label feeding the tag model."
                    }
                ]
            },
            {
                "title": "Crawl, content & technicals",
                "items": [
                    {
                        "label": "HTTP status",
                        "value": "200",
                        "tone": "good",
                        "detail": "Healthy responses make classification more reliable."
                    },
                    {
                        "label": "HTTPS / speed",
                        "value": "HTTPS OK · 129 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "2,583",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "0 schema · meta · H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "106 internal · 8 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "100/100 · 88/100",
                        "tone": "good",
                        "detail": "Better technical quality generally reduces low-effort site patterns."
                    },
                    {
                        "label": "Crawl access",
                        "value": "Open",
                        "tone": "good",
                        "detail": "The crawler reached the site without an anti-bot challenge."
                    }
                ]
            },
            {
                "title": "External evidence & explainability",
                "items": [
                    {
                        "label": "Decision state",
                        "value": "Inconclusive",
                        "tone": "unknown",
                        "detail": "Public search did not yield usable third-party matches, so the system fell back to first-party inspection only."
                    },
                    {
                        "label": "Evidence quality",
                        "value": "Low",
                        "tone": "unknown",
                        "detail": "Blends source trust, domain matching, evidence diversity, and freshness."
                    },
                    {
                        "label": "Support vs contradiction",
                        "value": "0 / 0",
                        "tone": "unknown",
                        "detail": "Compares how much structured external evidence supports the candidate tag against evidence that contradicts it."
                    },
                    {
                        "label": "Qualified risk sources",
                        "value": "No",
                        "tone": "good",
                        "detail": "Risk tags only promote from external evidence when source diversity or source trust thresholds are met."
                    },
                    {
                        "label": "Uncertainty buffer",
                        "value": "Active",
                        "tone": "caution",
                        "detail": "Prevents thin or mixed external evidence from forcing a stronger tag than the evidence can justify."
                    }
                ]
            }
        ],
        "positives": [
            "Established domain age: 7.2 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 69,
    "whois": {
        "current": {
            "id": 11235,
            "domain": "inrae.fr",
            "source_type": "rdap",
            "rdap_url": "https://rdap.nic.fr/domain/inrae.fr",
            "registrar_name": "NAMESHIELD",
            "registrar_handle": "RAR24-FRNIC",
            "registrant_name": "INSTITUT NATIONAL DE LA RECHERCHE AGRONOMIQUE",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "admin-domain@inra.fr",
            "abuse_email": "",
            "created_date": "2019-02-13 13:33:13",
            "updated_date": "2026-02-16 23:38:07",
            "expires_date": "2027-02-13 13:33:13",
            "nameservers_json": "[\"ns1.inrae.fr\",\"ns2.inrae.fr\",\"ns3.inrae.fr\"]",
            "status_json": "[\"client transfer prohibited\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "f657de12e34b069d555b59dc633fd5e67e4b23b5511040c9c5cb69211900a7a0",
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            "last_checked_at": "2026-03-31 06:06:25",
            "last_changed_at": "2026-03-17 06:06:09",
            "created_at": "2026-03-17 06:06:09",
            "updated_at": "2026-03-31 06:06:25"
        },
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                "registrar_name": "NAMESHIELD",
                "registrar_handle": "RAR24-FRNIC",
                "registrant_name": "INSTITUT NATIONAL DE LA RECHERCHE AGRONOMIQUE",
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                "registrant_country": "",
                "registrant_email": "admin-domain@inra.fr",
                "abuse_email": "",
                "created_date": "2019-02-13 13:33:13",
                "updated_date": "2026-02-16 23:38:07",
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                "nameservers_json": "[\"ns1.inrae.fr\",\"ns2.inrae.fr\",\"ns3.inrae.fr\"]",
                "status_json": "[\"client transfer prohibited\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "f657de12e34b069d555b59dc633fd5e67e4b23b5511040c9c5cb69211900a7a0",
                "checked_at": "2026-03-17 06:06:09",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-17 06:06:09"
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        ],
        "signals": {
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            "days_to_expiry": 305,
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            "registrar_changes": 0,
            "ownership_changes": 0,
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            "status_changes": 0,
            "history_entries": 1,
            "privacy_protected": false,
            "dnssec_enabled": false,
            "has_registrant_country": false,
            "registrant_country": "",
            "nameserver_count": 3,
            "status_count": 1
        }
    },
    "discovered_domain": {
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        "domain": "inrae.fr",
        "first_seen_at": "2026-03-17 06:02:22",
        "last_crawled_at": "2026-04-12 11:09:36",
        "last_title": "INRAE : recherches pour l'agriculture, l'alimentation et l'environnement",
        "last_http_status": 200,
        "discovered_from_domain": "polymny.studio",
        "depth": 2,
        "backlinks_count": 21,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Business",
        "primary_country_code": "FR",
        "internal_links_count": 106,
        "external_links_count": 8,
        "social_profiles_count": 5,
        "content_word_count": 2583,
        "title_quality_score": 79,
        "has_meta_description": 1,
        "has_h1": 1,
        "language_code": "fr",
        "response_time_ms": 129,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 87,
        "site_name": "",
        "canonical_domain": "inrae.fr",
        "favicon_present": 1,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 0,
        "https_working": 1,
        "estimated_authority_score": 39,
        "trust_score": 81,
        "nsfw_score": 0,
        "overall_rank_estimate": 1558871,
        "primary_tag": "C",
        "tag_codes": "C,Uncertain",
        "manual_verified_status": "",
        "manual_tag_codes": "",
        "manual_rating_delta": 0,
        "manual_authority_delta": 0,
        "manual_trust_delta": 0,
        "manual_note": null,
        "manual_adjusted_by": null,
        "manual_adjusted_at": null,
        "manual_lock_scores": 0,
        "manual_lock_flags": 0,
        "crawl_blocked": 0,
        "crawl_blocked_by": "",
        "crawl_blocked_reason": null,
        "safety_score": 100,
        "fraud_score": 0,
        "legitimacy_score": 49,
        "infrastructure_risk_score": 1,
        "score_confidence": 53,
        "tag_confidence": 27,
        "category_confidence": 16,
        "deep_crawl_pages": 0,
        "resolved_ip": "51.254.80.83",
        "category_candidates_json": "[{\"category\":\"General\",\"score\":17}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[\"Category evidence stayed thin, so the output was softened to a broader classification.\",\"Trusted status now requires clean crawl access and stronger confidence, so this result was downgraded to caution.\",\"Overall rating is now capped by evidence confidence to prevent inflated scores from thin signals.\"]",
        "route_domain": "inrae.fr",
        "display_domain": "inrae.fr"
    },
    "explainability": {
        "summary": "inrae.fr currently scores 68/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is moderate, so the score should settle further after more crawl depth or registry checks. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "54/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "69/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "weighted_contributions": [
            {
                "label": "Quality system",
                "points": "+20.7",
                "tone": "caution",
                "detail": "Technical quality, crawl depth, page structure, and implementation hygiene. Current subsystem score: 61/100."
            },
            {
                "label": "Reputation system",
                "points": "+17.0",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 50/100."
            },
            {
                "label": "Safety system",
                "points": "+32.0",
                "tone": "good",
                "detail": "Fraud, spam, and trust signals from infrastructure, crawl, and registry evidence. Current subsystem score: 100/100."
            },
            {
                "label": "Risk clamp",
                "points": "-2.0",
                "tone": "risk",
                "detail": "Safety thresholds capped the final score until the risk profile improves."
            }
        ],
        "evidence_cards": [
            {
                "label": "Authority and trust",
                "value": "55/100 · trust 84/100",
                "tone": "caution",
                "detail": "405 monthly visitors, 92 organic keywords, brand completeness 79/100, engagement 82/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "21 referring domains",
                "tone": "good",
                "detail": "21 backlinks across 21 referring domains. Diversity 98/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "7.2 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 7.2 years · registrar NAMESHIELD · expires in 305 days."
            },
            {
                "label": "Safety and fraud posture",
                "value": "Safety 100/100 · fraud 0/100",
                "tone": "good",
                "detail": "Primary tag T · safety 100/100 · fraud 0/100."
            }
        ],
        "positives": [
            "Established domain age: 7.2 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence.",
            "HTTPS is working, so the site clears a basic transport-security check."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-12 11:09:36",
                "tone": "caution",
                "detail": "Crawl and page content sample. Age: 1d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-31 06:06:25",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 13d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 13:37:29",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 13:37:29",
                "tone": "good",
                "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago."
            },
            {
                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
            }
        ],
        "section_notes": {
            "audience": "Audience geography is estimated from category, country, traffic mix, and brand signals until first-party audience data is collected.",
            "keywords": "Top keywords are estimated from crawl language, brand, category, and visibility signals until tracked keyword snapshots are stored.",
            "history": "Rank history is estimated from the current profile because no stored history exists for this domain yet."
        },
        "base_weighted_score": 70,
        "fraud_clamp_penalty": 2,
        "final_score": 68
    },
    "insight_snapshot": {
        "version": 1,
        "generated_at": "2026-04-13T13:37:29+00:00",
        "domain": "inrae.fr",
        "display_name": "INRAE",
        "is_tracked": false,
        "is_estimated": true,
        "overall_score": 68,
        "authority_score": 55,
        "trust_score": 84,
        "safety_score": 100,
        "fraud_score": 0,
        "confidence_score": 54,
        "traffic_confidence": 69,
        "last_crawled_at": "2026-04-12 11:09:36",
        "crawl_blocked": false,
        "summary": "inrae.fr currently scores 68/100. The score is being shaped by a mixed signal profile rather than one dominant factor. Evidence confidence is moderate, so the score should settle further after more crawl depth or registry checks. This is an estimated profile rather than a manually tracked one. Crawler access looks clean.",
        "badges": [
            {
                "label": "Profile",
                "value": "Estimated profile",
                "tone": "unknown",
                "detail": null
            },
            {
                "label": "Evidence confidence",
                "value": "Moderate confidence",
                "tone": "caution",
                "detail": "54/100"
            },
            {
                "label": "Traffic confidence",
                "value": "Solid confidence",
                "tone": "good",
                "detail": "69/100"
            },
            {
                "label": "Crawler access",
                "value": "Clean visibility",
                "tone": "good",
                "detail": null
            }
        ],
        "top_positive_signals": [
            "Established domain age: 7.2 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
        ],
        "top_risk_signals": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-04-12 11:09:36",
                "tone": "caution",
                "detail": "Crawl and page content sample. Age: 1d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-31 06:06:25",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 13d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-13 13:37:29",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-13 13:37:29",
                "tone": "good",
                "detail": "Estimated trend derived from current profile and crawl signals. Age: 0s ago."
            },
            {
                "label": "Audience geography",
                "value": "Not captured yet",
                "tone": "unknown",
                "detail": "Audience mix is estimated from available signals rather than first-party audience logs."
            }
        ],
        "top_tags": [
            {
                "code": "T",
                "label": "Trusted",
                "tone": "good"
            },
            {
                "code": "Uncertain",
                "label": "Uncertain",
                "tone": "unknown"
            }
        ]
    },
    "is_tracked": false,
    "is_estimated": true,
    "live_state": {
        "status": "processing",
        "status_label": "Cache build running",
        "message": "The refreshed page cache is still being built for this domain.",
        "updated_at": "2026-04-13T19:35:37+00:00"
    },
    "refresh_state": {
        "canRequest": false,
        "queued": true,
        "processing": true,
        "stageKey": "cache-queued",
        "stageLabel": "Cache build running",
        "cooldownUntil": null,
        "message": "The refreshed page cache is still being built for this domain.",
        "action": "/domain/inrae.fr/refresh",
        "isGuestCooldown": false,
        "cooldownSeconds": 0
    },
    "urlscan_report": {
        "domain": "inrae.fr",
        "status": "error",
        "submitted_at": "2026-03-20T10:42:43+00:00",
        "completed_at": null,
        "last_checked_at": "2026-03-20T10:42:43+00:00",
        "last_error": "Rate limit for 'public' exceeded. Limit is 500 per hour. Reset in 1036 seconds.",
        "submitted_url": "https://inrae.fr/",
        "uuid": "",
        "result_url": "",
        "api_result_url": "",
        "visibility": "public",
        "summary": "urlscan.io scan submission failed.",
        "report": [],
        "report_summary": [],
        "is_fresh": false,
        "can_retry": true,
        "poll_after_seconds": 20
    }
}