{
  "id": "IA-0402",
  "version": "0.1",
  "date": "2026-11-02",
  "moteur": "0.3.1",
  "designation": "PME de 50 personnes, 1 an",
  "titre_court": "PME de 50 personnes",
  "description": "L'usage de l'IA au travail des 50 personnes, métier par métier, et les services d'IA qu'une PME se donne, comptés selon la part des entreprises de cette taille qui en ont. Métiers d'après l'emploi par secteur en France (Eurostat, 2024), services d'après l'enquête de l'Insee sur les entreprises en 2025.",
  "categorie": {
    "code": "organisations",
    "nom": "Organisations"
  },
  "etage": {
    "code": "organisations",
    "numero": "4",
    "nom": "Organisations"
  },
  "famille": {
    "code": "tailles",
    "nom": "Organisations par taille"
  },
  "unite": "1 organisation · an",
  "grandeur": "electricite",
  "type": "recette",
  "statut": "estimé",
  "repose_sur": {
    "releves": 0,
    "conventions": 0,
    "hypotheses": 1
  },
  "valeur": {
    "electricite": {
      "valeur": 26872.8,
      "basse": 22708.7,
      "haute": 38073.6,
      "unite": "Wh",
      "fourchette": "propagee",
      "publie": false
    },
    "co2e": {
      "valeur": 12315.5,
      "basse": 10407.2,
      "haute": 17448.7,
      "unite": "gCO2e",
      "publie": false,
      "lieu": "monde",
      "gCO2e_par_kWh": 458.29
    },
    "facteur": null,
    "recomposition_Wh": 26872.8
  },
  "lieux": {
    "monde": {
      "libelle": "Dans le monde",
      "gCO2e_par_kWh": 458.29,
      "co2e_gCO2e": 12315.5
    },
    "france": {
      "libelle": "En France",
      "gCO2e_par_kWh": 41.44,
      "co2e_gCO2e": 1113.61
    },
    "ue": {
      "libelle": "Dans l'Union européenne",
      "gCO2e_par_kWh": 209.9,
      "co2e_gCO2e": 5640.6
    },
    "etats-unis": {
      "libelle": "Aux États-Unis",
      "gCO2e_par_kWh": 384.4,
      "co2e_gCO2e": 10329.9
    },
    "allemagne": {
      "libelle": "En Allemagne",
      "gCO2e_par_kWh": 329.65,
      "co2e_gCO2e": 8858.62
    },
    "irlande": {
      "libelle": "En Irlande",
      "gCO2e_par_kWh": 256.54,
      "co2e_gCO2e": 6893.95
    },
    "pays-bas": {
      "libelle": "Aux Pays-Bas",
      "gCO2e_par_kWh": 253.56,
      "co2e_gCO2e": 6813.87
    },
    "pologne": {
      "libelle": "En Pologne",
      "gCO2e_par_kWh": 588.6,
      "co2e_gCO2e": 15817.3
    },
    "suede": {
      "libelle": "En Suède",
      "gCO2e_par_kWh": 35.26,
      "co2e_gCO2e": 947.535
    },
    "norvege": {
      "libelle": "En Norvège",
      "gCO2e_par_kWh": 28.11,
      "co2e_gCO2e": 755.394
    },
    "suisse": {
      "libelle": "En Suisse",
      "gCO2e_par_kWh": 39.22,
      "co2e_gCO2e": 1053.95
    },
    "finlande": {
      "libelle": "En Finlande",
      "gCO2e_par_kWh": 57.47,
      "co2e_gCO2e": 1544.38
    }
  },
  "parametres": [],
  "reglages": [
    {
      "dimension": "adoption",
      "actuel": "courant",
      "valeurs": [
        {
          "cle": "sobre",
          "libelle": "Usage sobre",
          "defaut": false,
          "electricite_Wh": 3930.19,
          "co2e_gCO2e": 1801.17
        },
        {
          "cle": "courant",
          "libelle": "Usage courant",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "intensif",
          "libelle": "Usage intensif",
          "defaut": false,
          "electricite_Wh": 131815,
          "co2e_gCO2e": 60409.7
        }
      ]
    },
    {
      "dimension": "outillage",
      "actuel": "assistant",
      "valeurs": [
        {
          "cle": "assistant",
          "libelle": "Assistant conversationnel",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "suite",
          "libelle": "IA dans la suite bureautique",
          "defaut": false,
          "electricite_Wh": 38136.7,
          "co2e_gCO2e": 17477.7
        },
        {
          "cle": "agent",
          "libelle": "Agents",
          "defaut": false,
          "electricite_Wh": 357781,
          "co2e_gCO2e": 163968
        }
      ]
    },
    {
      "dimension": "secteur",
      "actuel": "services",
      "valeurs": [
        {
          "cle": "services",
          "libelle": "Services marchands",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "industrie",
          "libelle": "Industrie",
          "defaut": false,
          "electricite_Wh": 17684.3,
          "co2e_gCO2e": 8104.53
        },
        {
          "cle": "public",
          "libelle": "Administration publique",
          "defaut": false,
          "electricite_Wh": 20798.6,
          "co2e_gCO2e": 9531.8
        },
        {
          "cle": "enseignement",
          "libelle": "Enseignement",
          "defaut": false,
          "electricite_Wh": 11748.2,
          "co2e_gCO2e": 5384.06
        }
      ]
    },
    {
      "dimension": "classe",
      "actuel": "moyen",
      "valeurs": [
        {
          "cle": "petit",
          "libelle": "Petit modèle",
          "defaut": false,
          "electricite_Wh": 13849.6,
          "co2e_gCO2e": 6347.14
        },
        {
          "cle": "moyen",
          "libelle": "Modèle moyen",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "grand",
          "libelle": "Grand modèle",
          "defaut": false,
          "electricite_Wh": 73753,
          "co2e_gCO2e": 33800.3
        }
      ]
    },
    {
      "dimension": "raisonnement",
      "actuel": "sans",
      "valeurs": [
        {
          "cle": "sans",
          "libelle": "Sans raisonnement",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "moyen",
          "libelle": "Raisonnement moyen",
          "defaut": false,
          "electricite_Wh": 33316.2,
          "co2e_gCO2e": 15268.5
        },
        {
          "cle": "pousse",
          "libelle": "Raisonnement poussé",
          "defaut": false,
          "electricite_Wh": 89905.8,
          "co2e_gCO2e": 41202.9
        }
      ]
    },
    {
      "dimension": "taille",
      "actuel": "standard",
      "valeurs": [
        {
          "cle": "standard",
          "libelle": "Image standard",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "grande",
          "libelle": "Grande image",
          "defaut": false,
          "electricite_Wh": 34430,
          "co2e_gCO2e": 15778.9
        }
      ]
    },
    {
      "dimension": "calage",
      "actuel": "mesures",
      "valeurs": [
        {
          "cle": "mesures",
          "libelle": "Calé sur les chiffres publiés",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "bruts",
          "libelle": "Facteurs bruts",
          "defaut": false,
          "electricite_Wh": 35727.1,
          "co2e_gCO2e": 16373.4
        }
      ]
    },
    {
      "dimension": "duree",
      "actuel": "an",
      "valeurs": [
        {
          "cle": "an",
          "libelle": "Un an",
          "defaut": true,
          "electricite_Wh": 26872.8,
          "co2e_gCO2e": 12315.5
        },
        {
          "cle": "mois",
          "libelle": "Un mois",
          "defaut": false,
          "electricite_Wh": 2239.4,
          "co2e_gCO2e": 1026.29
        },
        {
          "cle": "jour",
          "libelle": "Un jour",
          "defaut": false,
          "electricite_Wh": 73.6241,
          "co2e_gCO2e": 33.7412
        }
      ]
    }
  ],
  "curseurs": [
    {
      "cle": "jours",
      "defaut": 220
    },
    {
      "cle": "secondes",
      "defaut": 5.4
    },
    {
      "cle": "personnes",
      "defaut": 100
    },
    {
      "cle": "heures",
      "defaut": 3
    }
  ],
  "params": {
    "lieu": "monde",
    "adoption": "courant",
    "calage": "mesures",
    "classe": "moyen",
    "outillage": "assistant",
    "raisonnement": "sans",
    "secteur": "services",
    "taille": "standard",
    "t_mot": 1.6,
    "t_consigne": 40,
    "t_question": 100,
    "t_reponse": 400,
    "t_email": 240,
    "t_page": 640,
    "t_article": 1600,
    "t_document": 19200,
    "t_roman": 128000,
    "t_tolkien": 768000,
    "t_minute_parole": 240,
    "t_reunion": 17600,
    "t_page_web": 1600,
    "t_extrait": 320,
    "t_image_lue": 1100,
    "t_minute_audio_lue": 600,
    "t_minute_audio_ecrite": 1200,
    "t_ligne_code": 12,
    "t_fonction": 480,
    "t_fichier_code": 3600,
    "t_tableur": 9300,
    "t_consigne_systeme": 500,
    "part_utilisateurs": 0.25,
    "k_calage": 0.6556
  },
  "perimetre": {
    "court": "usage au travail des 50 personnes et services d'IA de l'entreprise, centre de données compris",
    "compte": "l'usage de l'IA au travail des 50 personnes et, en moyenne, l'automatisation des factures et des e-mails, la transcription des réunions et, dans les services, un service client automatisé",
    "non_compte": "l'usage personnel des salariés, les licences achetées pour tous, la fabrication des serveurs et l'entraînement des modèles"
  },
  "recette": [
    {
      "id": "IA-0304",
      "designation": "Manager ou dirigeant, 1 an",
      "role": "entree",
      "quantite": 2.5,
      "unitaire_Wh": 811.161,
      "contribution_Wh": 2027.9,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Dirigeants et managers, 5 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/manager-ou-dirigeant-1-an/"
    },
    {
      "id": "IA-0307",
      "designation": "Consultant, 1 an",
      "role": "entree",
      "quantite": 1.5,
      "unitaire_Wh": 2118.57,
      "contribution_Wh": 3177.85,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Ingénieurs, consultants et chargés d'études, 3 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/consultant-1-an/"
    },
    {
      "id": "IA-0308",
      "designation": "Juriste, 1 an",
      "role": "entree",
      "quantite": 0.5,
      "unitaire_Wh": 1137.39,
      "contribution_Wh": 568.695,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Juristes, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/juriste-1-an/"
    },
    {
      "id": "IA-0305",
      "designation": "Chargé de communication, 1 an",
      "role": "entree",
      "quantite": 0.5,
      "unitaire_Wh": 1739.58,
      "contribution_Wh": 869.792,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Chargés de communication et de marketing, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-de-communication-1-an/"
    },
    {
      "id": "IA-0302",
      "designation": "Chargé des ressources humaines, 1 an",
      "role": "entree",
      "quantite": 0.5,
      "unitaire_Wh": 719.389,
      "contribution_Wh": 359.694,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Chargés des ressources humaines, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-des-ressources-humaines-1-an/"
    },
    {
      "id": "IA-0301",
      "designation": "Comptable, 1 an",
      "role": "entree",
      "quantite": 1.2,
      "unitaire_Wh": 825.027,
      "contribution_Wh": 990.032,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Comptables et métiers de la finance, 3 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,6 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/comptable-1-an/"
    },
    {
      "id": "IA-0071",
      "designation": "Développeur, 1 an",
      "role": "entree",
      "quantite": 1.25,
      "unitaire_Wh": 4345.18,
      "contribution_Wh": 5431.48,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Développeurs, 2 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/developpeur-1-an/"
    },
    {
      "id": "IA-0311",
      "designation": "Graphiste, 1 an",
      "role": "entree",
      "quantite": 0.5,
      "unitaire_Wh": 2998.41,
      "contribution_Wh": 1499.2,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Graphistes, architectes et designers, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/graphiste-1-an/"
    },
    {
      "id": "IA-0312",
      "designation": "Vidéaste, 1 an",
      "role": "entree",
      "quantite": 0.5,
      "unitaire_Wh": 7365.32,
      "contribution_Wh": 3682.66,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Vidéastes et métiers de l'image, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/videaste-1-an/"
    },
    {
      "id": "IA-0073",
      "designation": "Salarié de bureau, 1 an",
      "role": "entree",
      "quantite": 1.875,
      "unitaire_Wh": 1286.03,
      "contribution_Wh": 2411.31,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Employés et techniciens de bureau, 5 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/salarie-de-bureau-1-an/"
    },
    {
      "id": "IA-0303",
      "designation": "Assistant de direction, 1 an",
      "role": "entree",
      "quantite": 0.375,
      "unitaire_Wh": 1381.95,
      "contribution_Wh": 518.232,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Assistants et secrétaires, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/assistant-de-direction-1-an/"
    },
    {
      "id": "IA-0313",
      "designation": "Chargé de clientèle, 1 an",
      "role": "entree",
      "quantite": 0.375,
      "unitaire_Wh": 2097.33,
      "contribution_Wh": 786.5,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Chargés de clientèle, 1 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-de-clientele-1-an/"
    },
    {
      "id": "IA-0314",
      "designation": "Commercial, 1 an",
      "role": "entree",
      "quantite": 0.75,
      "unitaire_Wh": 1443.22,
      "contribution_Wh": 1082.41,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Commerciaux et acheteurs, 2 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/commercial-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 0.65,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 310.862,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Métiers qualifiés de terrain (soignants, techniciens, travail social), 4 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,65 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 0.9,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 430.425,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Métiers de service et de vente, 8 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,45 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 0.7425,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 355.1,
      "nature": "hypothese",
      "source": "eurostat-emploi-2024",
      "note": "Ouvriers, agriculteurs et métiers manuels, 11 sur 50 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,27 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0409",
      "designation": "Automatisation des processus (factures, e-mails), 1 an",
      "role": "entree",
      "quantite": 0.1178,
      "unitaire_Wh": 1192.32,
      "contribution_Wh": 140.455,
      "nature": "hypothese",
      "source": "insee-tic-2026",
      "note": "Automatisation des factures et des e-mails : 31 % des organisations de cette taille utilisent l'IA, 38 % du personnel des entreprises qui utilisent l'IA travaille dans une entreprise qui s'en sert pour l'administration",
      "adresse": "https://projetcelsius.com/ia/base/organisations/automatisation-des-processus/"
    },
    {
      "id": "IA-0412",
      "designation": "Transcription des réunions, 1 an",
      "role": "entree",
      "quantite": 0.1054,
      "unitaire_Wh": 15625.6,
      "contribution_Wh": 1646.94,
      "nature": "hypothese",
      "source": "insee-tic-2026",
      "note": "Transcription des réunions pour 40 % des effectifs : 31 % des organisations utilisent l'IA, 34 % de celles-ci la reconnaissance de la parole ; avec l'IA dans la suite, les réunions sont déjà dans les métiers.",
      "adresse": "https://projetcelsius.com/ia/base/organisations/transcription-des-reunions/"
    },
    {
      "id": "IA-0407",
      "designation": "Service client automatisé, 1 an",
      "role": "entree",
      "quantite": 0.0961,
      "unitaire_Wh": 6069.28,
      "contribution_Wh": 583.258,
      "nature": "hypothese",
      "source": "insee-tic-2026",
      "note": "Service client automatisé, 100 conversations par an et par salarié : 31 % des organisations utilisent l'IA, 31 % du personnel des entreprises qui utilisent l'IA travaille dans une entreprise qui s'en sert pour le marketing ou la vente",
      "adresse": "https://projetcelsius.com/ia/base/organisations/service-client-automatise/"
    }
  ],
  "lignage": [
    {
      "id": "IA-0071",
      "designation": "Développeur, 1 an",
      "etage": "activites",
      "quantite": 1.25,
      "contribution_Wh": 5431.48,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0217",
          "designation": "Obtenir une suggestion de code",
          "etage": "taches",
          "quantite": 44000,
          "contribution_Wh": 3024.29,
          "nature": "hypothese",
          "fait_de": [
            {
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              "designation": "Lire 1 000 tokens",
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            {
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            {
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            {
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            {
              "id": "IA-0010",
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            },
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        {
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            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "contribution_Wh": 304.618,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
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              "contribution_Wh": 57.1159,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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              "contribution_Wh": 25.3848,
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          ]
        },
        {
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            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
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              "contribution_Wh": 342.692,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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            }
          ]
        },
        {
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            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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              "contribution_Wh": 191.072,
              "nature": "convention"
            },
            {
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            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
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              "contribution_Wh": 115.501,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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          ]
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        {
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          "contribution_Wh": 55.8466,
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            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "contribution_Wh": 40.2096,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
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              "contribution_Wh": 15.6371,
              "nature": "hypothese"
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        },
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              "id": "IA-0205",
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            },
            {
              "id": "IA-0202",
              "designation": "Écrire un e-mail",
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          ]
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        {
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          "nature": "hypothese",
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            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "contribution_Wh": 10.2352,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
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              "contribution_Wh": 0.213233,
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          ]
        }
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              "id": "IA-0010",
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            },
            {
              "id": "IA-0011",
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              "contribution_Wh": 17.546,
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          ]
        },
        {
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              "nature": "hypothese"
            }
          ]
        },
        {
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          ]
        },
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              "nature": "hypothese"
            },
            {
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          ]
        },
        {
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              "id": "IA-0013",
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            },
            {
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          ]
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              "id": "IA-0011",
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            },
            {
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            {
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            },
            {
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        },
        {
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          "contribution_Wh": 3.18427,
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            {
              "id": "IA-0021",
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            },
            {
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          ]
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              "id": "IA-0207",
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            },
            {
              "id": "IA-0204",
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              "id": "IA-0046",
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            {
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          ]
        },
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              "id": "IA-0010",
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            {
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            },
            {
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            {
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          ]
        },
        {
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          "contribution_Wh": 348.069,
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              "contribution_Wh": 316.486,
              "nature": "convention"
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            {
              "id": "IA-0021",
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          ]
        },
        {
          "id": "IA-0043",
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          "contribution_Wh": 281.01,
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              "id": "IA-0010",
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            },
            {
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          ]
        },
        {
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            {
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          ]
        },
        {
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          "nature": "hypothese",
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            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "contribution_Wh": 131.595,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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          ]
        },
        {
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          "fait_de": [
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            {
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              "designation": "Lire 1 000 tokens",
              "etage": "machine",
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              "contribution_Wh": 13.7077,
              "nature": "convention"
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          ]
        },
        {
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              "contribution_Wh": 131.595,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 771.064,
              "contribution_Wh": 24.6741,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
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              "contribution_Wh": 10.9662,
              "nature": "convention"
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          ]
        },
        {
          "id": "IA-0208",
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              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0205",
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          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 22.3387,
              "contribution_Wh": 21.4451,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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              "contribution_Wh": 7.59514,
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        },
        {
          "id": "IA-0201",
          "designation": "Avoir une conversation de 10 échanges",
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          "contribution_Wh": 27.8725,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "quantite": 22.8463,
              "contribution_Wh": 21.9325,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 128.511,
              "contribution_Wh": 4.11234,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 5.71159,
              "contribution_Wh": 1.82771,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0223",
          "designation": "Préparer une présentation de 10 diapositives",
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          "quantite": 1.32,
          "contribution_Wh": 15.045,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0046",
              "designation": "Créer une image",
              "etage": "taches",
              "quantite": 3.96,
              "contribution_Wh": 12.6629,
              "nature": "hypothese"
            },
            {
              "id": "IA-0203",
              "designation": "Rédiger une page",
              "etage": "taches",
              "quantite": 2.64,
              "contribution_Wh": 1.1941,
              "nature": "hypothese"
            },
            {
              "id": "IA-0042",
              "designation": "Poser une question rapide",
              "etage": "taches",
              "quantite": 3.96,
              "contribution_Wh": 1.188,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0203",
          "designation": "Rédiger une page",
          "etage": "taches",
          "quantite": 19.8,
          "contribution_Wh": 8.95577,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 9.13854,
              "contribution_Wh": 8.773,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 0.571159,
              "contribution_Wh": 0.182771,
              "nature": "convention"
            }
          ]
        }
      ]
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "etage": "activites",
      "quantite": 0.7425,
      "contribution_Wh": 355.1,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0227",
          "designation": "Rédiger un compte rendu",
          "etage": "taches",
          "quantite": 107.811,
          "contribution_Wh": 154.254,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0205",
              "designation": "Corriger ou reformuler une page",
              "etage": "taches",
              "quantite": 215.622,
              "contribution_Wh": 129.374,
              "nature": "hypothese"
            },
            {
              "id": "IA-0202",
              "designation": "Écrire un e-mail",
              "etage": "taches",
              "quantite": 107.811,
              "contribution_Wh": 24.8797,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0209",
          "designation": "Faire une recherche web assistée par une IA",
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          "quantite": 24.5025,
          "contribution_Wh": 67.2881,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 143.129,
              "contribution_Wh": 45.8012,
              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
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              "quantite": 49.005,
              "contribution_Wh": 14.7015,
              "nature": "hypothese"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 7.06809,
              "contribution_Wh": 6.78537,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0043",
          "designation": "Interroger un PDF de 30 pages",
          "etage": "taches",
          "quantite": 11.7612,
          "contribution_Wh": 55.64,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 163.697,
              "contribution_Wh": 52.383,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 3.39268,
              "contribution_Wh": 3.25698,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0042",
          "designation": "Poser une question rapide",
          "etage": "taches",
          "quantite": 143.748,
          "contribution_Wh": 43.1244,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 41.4658,
              "contribution_Wh": 39.8071,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 10.3664,
              "contribution_Wh": 3.31726,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0215",
          "designation": "Parler en mode vocal, 1 minute",
          "etage": "taches",
          "quantite": 17.9685,
          "contribution_Wh": 11.1959,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 7.7749,
              "contribution_Wh": 7.4639,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 77.749,
              "contribution_Wh": 2.48797,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 3.88745,
              "contribution_Wh": 1.24398,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0206",
          "designation": "Traduire une page",
          "etage": "taches",
          "quantite": 14.3748,
          "contribution_Wh": 8.62495,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 6.63458,
              "contribution_Wh": 6.3692,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 7.04924,
              "contribution_Wh": 2.25576,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0202",
          "designation": "Écrire un e-mail",
          "etage": "taches",
          "quantite": 34.3035,
          "contribution_Wh": 7.91626,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 5.93719,
              "contribution_Wh": 5.69971,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 6.92673,
              "contribution_Wh": 2.21655,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0205",
          "designation": "Corriger ou reformuler une page",
          "etage": "taches",
          "quantite": 11.7612,
          "contribution_Wh": 7.05678,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 5.42829,
              "contribution_Wh": 5.21116,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 5.76756,
              "contribution_Wh": 1.84562,
              "nature": "convention"
            }
          ]
        }
      ]
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
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      "quantite": 0.65,
      "contribution_Wh": 310.862,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0227",
          "designation": "Rédiger un compte rendu",
          "etage": "taches",
          "quantite": 94.38,
          "contribution_Wh": 135.037,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0205",
              "designation": "Corriger ou reformuler une page",
              "etage": "taches",
              "quantite": 188.76,
              "contribution_Wh": 113.257,
              "nature": "hypothese"
            },
            {
              "id": "IA-0202",
              "designation": "Écrire un e-mail",
              "etage": "taches",
              "quantite": 94.38,
              "contribution_Wh": 21.7802,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0209",
          "designation": "Faire une recherche web assistée par une IA",
          "etage": "taches",
          "quantite": 21.45,
          "contribution_Wh": 58.9054,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 125.298,
              "contribution_Wh": 40.0953,
              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
              "etage": "taches",
              "quantite": 42.9,
              "contribution_Wh": 12.87,
              "nature": "hypothese"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 6.18755,
              "contribution_Wh": 5.94005,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0043",
          "designation": "Interroger un PDF de 30 pages",
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          "quantite": 10.296,
          "contribution_Wh": 48.7084,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 143.304,
              "contribution_Wh": 45.8572,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 2.97003,
              "contribution_Wh": 2.85122,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0042",
          "designation": "Poser une question rapide",
          "etage": "taches",
          "quantite": 125.84,
          "contribution_Wh": 37.752,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 36.3,
              "contribution_Wh": 34.848,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 9.075,
              "contribution_Wh": 2.904,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0215",
          "designation": "Parler en mode vocal, 1 minute",
          "etage": "taches",
          "quantite": 15.73,
          "contribution_Wh": 9.80108,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 6.80631,
              "contribution_Wh": 6.53406,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 68.0631,
              "contribution_Wh": 2.17802,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 3.40315,
              "contribution_Wh": 1.08901,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0206",
          "designation": "Traduire une page",
          "etage": "taches",
          "quantite": 12.584,
          "contribution_Wh": 7.55046,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 5.80805,
              "contribution_Wh": 5.57573,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 6.17105,
              "contribution_Wh": 1.97474,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0202",
          "designation": "Écrire un e-mail",
          "etage": "taches",
          "quantite": 30.03,
          "contribution_Wh": 6.93006,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 5.19754,
              "contribution_Wh": 4.98964,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 6.0638,
              "contribution_Wh": 1.94042,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0205",
          "designation": "Corriger ou reformuler une page",
          "etage": "taches",
          "quantite": 10.296,
          "contribution_Wh": 6.17765,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 4.75204,
              "contribution_Wh": 4.56196,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 5.04904,
              "contribution_Wh": 1.61569,
              "nature": "convention"
            }
          ]
        }
      ]
    },
    {
      "id": "IA-0409",
      "designation": "Automatisation des processus (factures, e-mails), 1 an",
      "etage": "organisations",
      "quantite": 0.1178,
      "contribution_Wh": 140.455,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0202",
          "designation": "Écrire un e-mail",
          "etage": "taches",
          "quantite": 353.4,
          "contribution_Wh": 81.5545,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 61.1659,
              "contribution_Wh": 58.7193,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 71.3602,
              "contribution_Wh": 22.8353,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0221",
          "designation": "Exécuter un flux automatisé",
          "etage": "taches",
          "quantite": 235.6,
          "contribution_Wh": 56.5445,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 125.73,
              "contribution_Wh": 40.2336,
              "nature": "hypothese"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 16.9905,
              "contribution_Wh": 16.3109,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0050",
          "designation": "Confier une tâche à une IA spécialisée",
          "etage": "taches",
          "quantite": 1178,
          "contribution_Wh": 2.356,
          "nature": "hypothese"
        }
      ]
    }
  ],
  "entre_dans": [],
  "conventions": [
    {
      "code": "C1",
      "nom": "La requête type",
      "regle": "Une requête compte 100 tokens lus et 400 écrits",
      "valeur": "100 lus, 400 écrits",
      "alternatives": "410 et 90 (calage de Watershed) ; 1 000 et 400"
    },
    {
      "code": "C3",
      "nom": "Le centre de données",
      "regle": "L'électricité des serveurs est multipliée par 1,10 pour le centre de données",
      "valeur": "× 1,10",
      "alternatives": "× 1,72 des puces au service complet chez Google, à ne jamais cumuler"
    },
    {
      "code": "C5",
      "nom": "Le lieu par défaut",
      "regle": "Sans autre information, les serveurs sont dans le monde, à l'électricité moyenne mondiale",
      "valeur": "monde",
      "alternatives": "les États-Unis, où tournent la plupart des grands assistants"
    },
    {
      "code": "C7",
      "nom": "L'électricité, location-based, en cycle de vie",
      "regle": "Le kilowattheure est celui du pays des serveurs, en cycle de vie, d'une seule source pour tous les pays",
      "valeur": "Ember et Our World in Data, 2025",
      "alternatives": "market-based, avec les contrats d'achat, affiché à côté quand il est publié"
    },
    {
      "code": "C8",
      "nom": "Deux chiffres significatifs",
      "regle": "Une valeur calculée s'arrondit à deux chiffres significatifs, une valeur publiée est reprise avec la précision de sa source ; le calcul garde toute la précision",
      "valeur": "2 chiffres",
      "alternatives": ""
    }
  ],
  "releves": [],
  "adresses": {
    "page": "https://projetcelsius.com/ia/base/organisations/pme-de-50-personnes/",
    "lien_court": "https://projetcelsius.com/ia/base/IA-0402/",
    "json": "https://projetcelsius.com/ia/base/organisations/pme-de-50-personnes.json",
    "markdown": "https://projetcelsius.com/ia/base/organisations/pme-de-50-personnes.md"
  },
  "licence": "CC BY 4.0",
  "citation": "Projet Celsius, Base Impact de l'IA, « PME de 50 personnes, 1 an », IA-0402, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0402/ · CC BY 4.0."
}
