{
  "unit": 13,
  "title": "Advanced Mathematical Modelling Capstone",
  "terms": [
    {
      "en": "research question",
      "es": "pregunta de investigación",
      "fr": "question de recherche",
      "ar": "سؤال بحثي",
      "pt": "pergunta de pesquisa",
      "definition": "A precise question answerable using a defined mathematical model and evidence."
    },
    {
      "en": "meaningful model",
      "es": "modelo significativo",
      "fr": "modèle pertinent",
      "ar": "نموذج ذو معنى",
      "pt": "modelo significativo",
      "definition": "A model connected to a real interpretive purpose and an explicit context."
    },
    {
      "en": "ethical use of data",
      "es": "uso ético de datos",
      "fr": "usage éthique des données",
      "ar": "الاستخدام الأخلاقي للبيانات",
      "pt": "uso ético de dados",
      "definition": "Collecting and interpreting data with consent, privacy, and fair representation where applicable."
    },
    {
      "en": "model selection",
      "es": "selección de modelos",
      "fr": "sélection de modèle",
      "ar": "اختيار النموذج",
      "pt": "seleção de modelo",
      "definition": "Choosing a mathematical form suited to observed behavior and assumptions."
    },
    {
      "en": "model variable",
      "es": "variable del modelo",
      "fr": "variable du modèle",
      "ar": "متغير النموذج",
      "pt": "variável do modelo",
      "definition": "A measurable quantity represented by a symbol in a mathematical model."
    },
    {
      "en": "function model",
      "es": "modelo funcional",
      "fr": "modèle fonctionnel",
      "ar": "نموذج دالي",
      "pt": "modelo funcional",
      "definition": "A function relating an independent input to an outcome."
    },
    {
      "en": "model construction",
      "es": "construcción del modelo",
      "fr": "construction du modèle",
      "ar": "بناء النموذج",
      "pt": "construção de modelo",
      "definition": "Translating assumptions and relationships into a mathematical representation."
    },
    {
      "en": "numerical computation",
      "es": "cálculo numérico",
      "fr": "calcul numérique",
      "ar": "حساب عددي",
      "pt": "cálculo numérico",
      "definition": "Evaluating a model with documented values, units, and precision."
    },
    {
      "en": "data visualization",
      "es": "visualización de datos",
      "fr": "visualisation de données",
      "ar": "تصور البيانات",
      "pt": "visualização de dados",
      "definition": "Representing observations or model results in a clearly labeled graphic."
    },
    {
      "en": "model validation",
      "es": "validación del modelo",
      "fr": "validation du modèle",
      "ar": "التحقق من صلاحية النموذج",
      "pt": "validação de modelo",
      "definition": "Comparing predictions with independent evidence and stated criteria."
    },
    {
      "en": "sensitivity analysis",
      "es": "análisis de sensibilidad",
      "fr": "analyse de sensibilité",
      "ar": "تحليل الحساسية",
      "pt": "análise de sensibilidade",
      "definition": "Studying how model outputs change as inputs or parameters vary."
    },
    {
      "en": "uncertainty",
      "es": "incertidumbre",
      "fr": "incertitude",
      "ar": "عدم اليقين",
      "pt": "incerteza",
      "definition": "Limited knowledge represented by plausible ranges, assumptions, or error estimates."
    },
    {
      "en": "model presentation",
      "es": "presentación del modelo",
      "fr": "présentation du modèle",
      "ar": "عرض النموذج",
      "pt": "apresentação do modelo",
      "definition": "Communicating the question, method, results, assumptions, and limits."
    },
    {
      "en": "mathematical defense",
      "es": "defensa matemática",
      "fr": "soutenance mathématique",
      "ar": "دفاع رياضي عن النتائج",
      "pt": "defesa matemática",
      "definition": "Justifying a result under questioning with derivations and evidence."
    },
    {
      "en": "model revision",
      "es": "revisión del modelo",
      "fr": "révision du modèle",
      "ar": "مراجعة النموذج",
      "pt": "revisão de modelo",
      "definition": "Improving a model in response to diagnostics, feedback, or new data."
    }
  ],
  "schema_version": "1.1"
}