<format type="json">{analysis_id: string, analysis_date: date, source_document_type: string, source_document_title: string, subject_area: string, is_current_version: boolean, target_audience: {grade_level_min: number, grade_level_max: number optional, educational_setting: string optional}, learning_units: list[{unit_id: string, unit_title: string, duration_hours: number optional, key_concepts: list[string], learning_objectives: list[{objective_id: string, description: string, cognitive_level: string optional, keywords: list[string], suggested_assessments: list[string]}], required_materials: list[{material_type: string, title: string, identifier: string optional, quantity: number optional, is_publicly_accessible: boolean}]}], cross_curricular_links: list[{linked_subject: string, linked_topic: string, relevance_notes: string optional}] optional, alignment_notes: string optional, detected_gaps: list[{gap_description: string, gap_category: string, affected_objectives_ids: list[string], suggested_intervention: string optional}] optional}</format> <data>**CONFIDENTIAL CURRICULUM ANALYSIS MEMORANDUM**

**Reference ID:** CALIGN-2025-COM143-148
**Date of Analysis:** 2025-05-01

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM143: Artificial Intelligence - Spring 2025', which is a Lesson Plan for Computer Science. The intended audience is within the specified educational context, spanning from grade level 15 to 15.
The curriculum is segmented into 2 distinct learning units. As an example, the unit 'Advanced Algorithms' is projected to require approximately 14 instructional hours. It focuses on core concepts such as machine learning, networking. A key objective in this section (Ref: OBJ-01-01) is for students to ' analyze the concept of object-oriented programming.', which is categorized at the 'unspecified' cognitive level. Supporting resources include a Online Video titled 'Business-focused asymmetric open system'. Its public accessibility is noted as False. Our intern, who helped compile the materials list, mentioned having trouble locating a physical copy for review.

**General Alignment Commentary:**
The overall assessment from the review committee is as follows: Threat offer executive minute big million east. Success city plant onto.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'insufficient_depth': Insufficient focus on data structures application. This particularly impacts objectives like OBJ-02-02. </data>
{
  "analysis_id": "CALIGN-2025-COM143-148",
  "analysis_date": "2025-05-01",
  "source_document_type": "Lesson Plan",
  "source_document_title": "COM143: Artificial Intelligence - Spring 2025",
  "subject_area": "Computer Science",
  "is_current_version": true,
  "target_audience": {
    "grade_level_min": 15,
    "grade_level_max": 15
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Advanced Algorithms",
      "key_concepts": [
        "machine learning",
        "networking",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to analyze the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "machine learning",
            "algorithms"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to architect the concept of data structures.",
          "keywords": [
            "algorithms",
            "database",
            "data structures",
            "machine learning"
          ],
          "suggested_assessments": [
            "lab_report",
            "project"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Business-focused asymmetric open system",
          "is_publicly_accessible": false,
          "identifier": "https://www.smith-frazier.com/"
        },
        {
          "material_type": "Journal Article",
          "title": "Grass-roots methodical solution",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-8582118205",
          "quantity": 47
        }
      ],
      "duration_hours": 14
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "algorithms",
        "networking",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to debug the concept of database.",
          "keywords": [
            "data structures",
            "database",
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "presentation"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to implement the concept of machine learning.",
          "keywords": [
            "data structures",
            "networking",
            "database",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "presentation",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "networking",
            "algorithms",
            "database",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "project"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Proactive eco-centric implementation",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-4205515462",
          "quantity": 30
        }
      ],
      "duration_hours": 11
    }
  ],
  "alignment_notes": "Threat offer executive minute big million east. Success city plant onto.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on data structures application.",
      "gap_category": "insufficient_depth",
      "affected_objectives_ids": [
        "OBJ-02-02"
      ]
    },
    {
      "gap_description": "Insufficient focus on database application.",
      "gap_category": "outdated_material",
      "affected_objectives_ids": [
        "OBJ-02-03"
      ],
      "suggested_intervention": "Incorporate a new project on the topic."
    }
  ]
}