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                        "body": "Télécom Paris, former, imaginer, entreprendre dans le numérique une école dea school from Plan d’accèsActusFaire un don English Access MapNewsDonate Français Recherche L’École Télécom Paris en bref Notre raison d’êtreChiffres clésHistoireGouvernanceÉcosystèmeNos brochuresAccès & contactMarchés publicsLogotypes ClassementsNous rejoindre Nous rejoindre : Offres d’emplois enseignement et rechercheNous rejoindre : Offres d’emplois administratifs et techniquesNos avantagesNos engagements RSE Transitions sociale et écologique Diversité socialeRespect Égalité – SignalementÉgalité femmes-hommesTransition écologiqueHandicapS’engager à Télécom Paris MécénatAlumni Témoignages AlumniPrix des Technologies Numériques Les départements d’Enseignement / Recherche Communications et ÉlectroniqueInformatique et RéseauxImage, Données, SignalSciences Économiques et Sociales Nos formationsActualitésNews FocusNewsroomAgendaPressroomNewslettersRSS Recherche Laboratoires Centre de Recherche en Économie et Statistique (CREST)Institut Interdisciplinaire de l’Innovation (i3)Laboratoire Traitement et Communication de l’Information (LTCI) Chiffres clés recherche & innovationRétrospective : rapport d’activité de la recherche à Télécom ParisCorps professoral de Télécom ParisAxes stratégiques Confiance numériqueInnovation numérique, économique et régulationDesign, Interaction, PerceptionIntelligence artificielle et science des donnéesSystèmes et réseaux de communicationModélisation mathématique Recherche partenariale Les chaires de rechercheLes laboratoires communsCarnot Télécom & Société numérique PublicationsResearch & Innovation Webinars Innovation Incubateur Télécom ParisAccompagnement de start-upFormations à l’entrepreneuriatLes lieux d’innovationLes spin-offTransferts technologiquesJournée de l’Innovation Ideas SommairePodcastsVidéosFrugalité & sobriétéNumérique & sociétéNumérique & confianceNouvelles frontières !Des capteurs démontrent l’impact de la végétalisation sur la températurePerformance des algorithmes et maîtrise de l’impact carboneLe bilan carbone des chercheurs en informatiqueLe rôle des médias sociaux dans la gestion des crisesCommuns numériques et logiciels libresCommuns logiciels et défis du Libre et de l’Open sourceJoka Jobs, l’insertion professionnelle par la mobilitéComment décider dans des environnements incertainsOù en est l’évaluation de la recherche en France ?Enjeux environnementaux du numérique et sc. socialesLe migrant connecté au Musée de l’histoire de l’immigrationQue disent les chartes éthiques sur l’IA ?Les impacts sociaux du numérique et sur les travailleurs du clicComment réguler l’intelligence artificielle ?La nouvelle frontière de l’informatique quantiqueLes défis des communications et de la cryptographie quantiquesLe projet Quantum Secure Networks PartnershipL’IA appliquée à l’imagerie médicale : les enjeux des donnéesL’IA appliquée à l’imagerie médicale, quelles recherches?IA générative : empreinte environnementaleComment l’IA peut contribuer à mieux gérer nos ressources en eauRégulation de l’IA et lutte contre la manipulation en ligne en période électoraleCommunications optiques en espace libre : le défi de la sécuritéL’IA hybride et explicable pour l’imagerie médicaleDes éoliennes intelligentes pour une production d’énergie optimiséeL’AI Act Game, un jeu créé à Télécom ParisContre les biais des algorithmes de recommandationComment parler IA au lycée ?Innovation numérique et responsabilité écologique peuvent-elles converger ?Sécuriser l’IA : enjeux, défis, solutionsLa bioinformatique : l’informatique appliquée à l’étude des v…",
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                "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": "2026-03-19",
                            "used": 850,
                            "limit": 850,
                            "remaining": 0,
                            "updated_at": "2026-03-19T06:46:15+00:00"
                        }
                    },
                    "ipinfo": {
                        "status": "ok",
                        "confidence": 54,
                        "ip": "137.194.22.227",
                        "asn": "AS1712",
                        "as_name": "Renater",
                        "as_domain": "renater.fr",
                        "country_code": "FR",
                        "country": "France",
                        "region": "",
                        "city": "",
                        "flags": [],
                        "highlights": [
                            "IPinfo resolved the primary IP to FR on AS1712."
                        ],
                        "citations": [
                            {
                                "title": "IPinfo IP enrichment",
                                "url": "https://ipinfo.io/developers",
                                "host": "ipinfo.io",
                                "snippet": "Primary IP 137.194.22.227 geolocates to FR.",
                                "source_type": "ip_enrichment"
                            }
                        ],
                        "cached": true
                    },
                    "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 137.194.22.227 geolocates to FR.",
                        "source_type": "ip_enrichment"
                    }
                ],
                "highlights": [
                    "IPinfo resolved the primary IP to FR on AS1712."
                ],
                "resolved_ips": [
                    "137.194.22.227"
                ],
                "primary_ip": "137.194.22.227",
                "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 AS1712.",
                    "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 137.194.22.227 geolocates to FR.",
                    "source_type": "ip_enrichment"
                }
            ],
            "urlscan": {
                "domain": "telecom-paris.fr",
                "status": "pending",
                "submitted_at": "2026-03-19T07:20:57+00:00",
                "last_checked_at": "2026-03-19T07:20:57+00:00",
                "last_error": "",
                "submitted_url": "https://telecom-paris.fr/",
                "summary": "urlscan.io accepted the scan. Waiting for the final report to finish.",
                "uuid": "019d04f8-085c-7790-ae32-124ba2811bec",
                "result_url": "https://urlscan.io/result/019d04f8-085c-7790-ae32-124ba2811bec/",
                "api_result_url": "https://urlscan.io/api/v1/result/019d04f8-085c-7790-ae32-124ba2811bec/",
                "visibility": "public",
                "raw_submit_response": {
                    "message": "Submission successful",
                    "uuid": "019d04f8-085c-7790-ae32-124ba2811bec",
                    "result": "https://urlscan.io/result/019d04f8-085c-7790-ae32-124ba2811bec/",
                    "api": "https://urlscan.io/api/v1/result/019d04f8-085c-7790-ae32-124ba2811bec/",
                    "visibility": "public",
                    "options": [],
                    "url": "https://telecom-paris.fr/",
                    "country": "fr"
                },
                "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": 89,
                    "safety_score": 100,
                    "fraud_score": 1,
                    "spam_score": 0,
                    "nsfw_score": 0,
                    "score_confidence": 57,
                    "risk_label": "good",
                    "crawl_blocked": false,
                    "last_http_status": 200,
                    "content_word_count": 871,
                    "internal_links_count": 315,
                    "site_name": "",
                    "title": "Télécom Paris, former, imaginer, entreprendre dans le numérique",
                    "is_tracked": false
                }
            },
            "cooldown": {
                "empty_attempts": 1,
                "next_allowed_at": "2026-03-26T07:20:57+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": "2026-03-19T07:20:57+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 AS1712.",
                        "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 137.194.22.227 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 · 86%",
                "tone": "good",
                "detail": "The highest raw tag match from the heuristic engine before visibility thresholds and manual overrides."
            },
            {
                "label": "Trust score",
                "value": "82/100",
                "tone": "good",
                "detail": "Confidence derived from authority, crawl quality, stability, and risk signals."
            },
            {
                "label": "Authority score",
                "value": "52/100",
                "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": "89/100",
                "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": "22.3 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": "237",
                        "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": "7",
                        "tone": "unknown",
                        "detail": "Broader backlink evidence usually improves confidence."
                    },
                    {
                        "label": "Referring domains",
                        "value": "7",
                        "tone": "caution",
                        "detail": "Unique linking domains are more useful than raw link volume."
                    },
                    {
                        "label": "Organic keywords",
                        "value": "94",
                        "tone": "caution",
                        "detail": "Search footprint helps distinguish real sites from thin shells."
                    },
                    {
                        "label": "Indexed pages",
                        "value": "216",
                        "tone": "good",
                        "detail": "Larger index coverage usually means more evidence to classify from."
                    },
                    {
                        "label": "Brand strength",
                        "value": "78/100",
                        "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 · 296 ms",
                        "tone": "good",
                        "detail": "Slow or broken technical signals weaken confidence."
                    },
                    {
                        "label": "Content words",
                        "value": "871",
                        "tone": "good",
                        "detail": "Thin pages are harder to trust and easier to manipulate."
                    },
                    {
                        "label": "Schema / structure",
                        "value": "0 schema · meta · no H1",
                        "tone": "caution",
                        "detail": "Structured markup and basic on-page hygiene improve quality confidence."
                    },
                    {
                        "label": "Links on page",
                        "value": "313 internal · 18 external",
                        "tone": "good",
                        "detail": "Link patterns help detect thin directories and promo pages."
                    },
                    {
                        "label": "Page speed / mobile",
                        "value": "98/100 · 82/100",
                        "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: 22.3 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Search evidence is broad enough to classify with better confidence."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ]
    },
    "traffic_confidence": 65,
    "whois": {
        "current": {
            "id": 33660,
            "domain": "telecom-paris.fr",
            "source_type": "rdap",
            "rdap_url": "https://rdap.nic.fr/domain/telecom-paris.fr",
            "registrar_name": "GANDI",
            "registrar_handle": "RAR524-FRNIC",
            "registrant_name": "ECOLE NATIONALE SUPERIEURE DES TELECOMMUNICATIONS",
            "registrant_org": "",
            "registrant_country": "",
            "registrant_email": "stephane.boucart@enst.fr",
            "abuse_email": "",
            "created_date": "2004-01-05 23:00:00",
            "updated_date": "2025-06-22 08:49:35",
            "expires_date": "2026-12-10 14:22:05",
            "nameservers_json": "[\"ns-auth1.enst.fr\",\"ns-auth2.enst.fr\",\"ns4.int-evry.fr\"]",
            "status_json": "[\"active\"]",
            "dnssec": "unsigned",
            "privacy_protected": 0,
            "content_hash": "1c927a9140a7b89639b7db3f6a3a35dace3b5ff75fbe4a15b05f260299e23434",
            "history_count": 1,
            "last_checked_at": "2026-03-19 07:20:40",
            "last_changed_at": "2026-03-19 07:20:40",
            "created_at": "2026-03-19 07:20:40",
            "updated_at": "2026-03-19 07:20:40"
        },
        "history": [
            {
                "id": 34454,
                "domain": "telecom-paris.fr",
                "source_type": "rdap",
                "registrar_name": "GANDI",
                "registrar_handle": "RAR524-FRNIC",
                "registrant_name": "ECOLE NATIONALE SUPERIEURE DES TELECOMMUNICATIONS",
                "registrant_org": "",
                "registrant_country": "",
                "registrant_email": "stephane.boucart@enst.fr",
                "abuse_email": "",
                "created_date": "2004-01-05 23:00:00",
                "updated_date": "2025-06-22 08:49:35",
                "expires_date": "2026-12-10 14:22:05",
                "nameservers_json": "[\"ns-auth1.enst.fr\",\"ns-auth2.enst.fr\",\"ns4.int-evry.fr\"]",
                "status_json": "[\"active\"]",
                "dnssec": "unsigned",
                "privacy_protected": 0,
                "content_hash": "1c927a9140a7b89639b7db3f6a3a35dace3b5ff75fbe4a15b05f260299e23434",
                "checked_at": "2026-03-19 07:20:40",
                "change_summary": "Initial WHOIS snapshot captured.",
                "created_at": "2026-03-19 07:20:40"
            }
        ],
        "signals": {
            "age_years": 22.3,
            "days_to_expiry": 237,
            "days_since_last_registry_update": 299,
            "stability_score": 100,
            "registrar_changes": 0,
            "ownership_changes": 0,
            "nameserver_changes": 0,
            "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": {
        "id": 572777,
        "domain": "telecom-paris.fr",
        "first_seen_at": "2026-03-18 20:43:38",
        "last_crawled_at": "2026-03-31 03:35:58",
        "last_title": "Télécom Paris, former, imaginer, entreprendre dans le numérique",
        "last_http_status": 200,
        "discovered_from_domain": "mines-telecom.fr",
        "depth": 1,
        "backlinks_count": 7,
        "rating_cache": 42,
        "spam_score": 0,
        "risk_label": "good",
        "category_name": "Technology: Telecom & Internet",
        "primary_country_code": "FR",
        "internal_links_count": 313,
        "external_links_count": 18,
        "social_profiles_count": 5,
        "content_word_count": 871,
        "title_quality_score": 93,
        "has_meta_description": 1,
        "has_h1": 0,
        "language_code": "fr",
        "response_time_ms": 296,
        "robots_status": 0,
        "sitemap_status": 0,
        "sitemap_total_urls": 0,
        "quality_score": 89,
        "site_name": "",
        "canonical_domain": "telecom-paris.fr",
        "favicon_present": 1,
        "schema_org_count": 0,
        "noindex_detected": 0,
        "feed_links_count": 3,
        "https_working": 1,
        "estimated_authority_score": 39,
        "trust_score": 80,
        "nsfw_score": 0,
        "overall_rank_estimate": 1763493,
        "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": 46,
        "infrastructure_risk_score": 1,
        "score_confidence": 53,
        "tag_confidence": 27,
        "category_confidence": 93,
        "deep_crawl_pages": 0,
        "resolved_ip": "137.194.22.227",
        "category_candidates_json": "[{\"category\":\"Technology: Telecom & Internet\",\"score\":83}]",
        "page_signals_json": "[]",
        "score_reasons_json": "[\"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": "telecom-paris.fr",
        "display_domain": "telecom-paris.fr"
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    "explainability": {
        "summary": "telecom-paris.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": "caution",
                "detail": "65/100"
            },
            {
                "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": "+17.7",
                "tone": "caution",
                "detail": "Authority, search visibility, reach, engagement, and registry stability. Current subsystem score: 52/100."
            },
            {
                "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": "52/100 · trust 81/100",
                "tone": "caution",
                "detail": "314 monthly visitors, 94 organic keywords, brand completeness 78/100, engagement 83/100."
            },
            {
                "label": "Backlink and search evidence",
                "value": "7 referring domains",
                "tone": "good",
                "detail": "7 backlinks across 7 referring domains. Diversity 95/100; spam penalty 0."
            },
            {
                "label": "Registry and domain stability",
                "value": "22.3 years old",
                "tone": "good",
                "detail": "Stability 100/100 · age 22.3 years · registrar GANDI · expires in 237 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."
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            "Established domain age: 22.3 years.",
            "Low registrar / ownership churn with solid registry stability.",
            "Healthy crawl quality and on-page completeness.",
            "Search evidence is broad enough to classify with better confidence.",
            "Registry history looks stable, which supports legitimacy and trust.",
            "The domain has been registered for years, which usually improves trust confidence."
        ],
        "risks": [
            "External evidence was mixed or sparse, so the tag model keeps an uncertainty buffer instead of overcommitting."
        ],
        "freshness": [
            {
                "label": "Crawl evidence",
                "value": "2026-03-31 03:35:58",
                "tone": "risk",
                "detail": "Crawl and page content sample. Age: 17d ago."
            },
            {
                "label": "WHOIS snapshot",
                "value": "2026-03-19 07:20:40",
                "tone": "risk",
                "detail": "Registry profile and stability signals. Age: 29d ago."
            },
            {
                "label": "Keyword view",
                "value": "2026-04-17 10:48:38",
                "tone": "good",
                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
            },
            {
                "label": "Rank history",
                "value": "2026-04-17 10:48:38",
                "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."
        },
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        "fraud_clamp_penalty": 2,
        "final_score": 68
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        "is_estimated": true,
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        "authority_score": 52,
        "trust_score": 81,
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        "confidence_score": 54,
        "traffic_confidence": 65,
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                "detail": "65/100"
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            "Search evidence is broad enough to classify with better confidence.",
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        "top_risk_signals": [
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                "tone": "risk",
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                "detail": "Estimated visibility until tracked keyword snapshots exist. Age: 0s ago."
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                "value": "2026-04-17 10:48:38",
                "tone": "good",
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                "tone": "unknown",
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                "tone": "good"
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                "label": "Uncertain",
                "tone": "unknown"
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        "status_label": "Cache build running",
        "message": "The refreshed page cache is still being built for this domain.",
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        "processing": true,
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        "stageLabel": "Cache build running",
        "cooldownUntil": null,
        "message": "The refreshed page cache is still being built for this domain.",
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        "cooldownSeconds": 0
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}