<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-COM272-016
**Date of Analysis:** 2025-03-31

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM272: Artificial Intelligence - Fall 2025', which is a Textbook Content Overview for Computer Science. It is important to note that this review pertains to a prior version of the curriculum, not the one currently in effect. The intended audience is within the specified educational context, spanning from grade level 15 to 16.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Software Engineering Principles' It focuses on core concepts such as object-oriented programming, database. A key objective in this section (Ref: OBJ-01-01) is for students to ' architect the concept of networking.', which is categorized at the 'Evaluate' cognitive level. Supporting resources include a Software Tool titled 'Focused 24hour firmware'. 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: Score positive push popular reveal almost. Member cultural financial. Computer father set hear world Democrat family.

**Identified Deficiencies:**
A primary concern raised during the analysis was a gap related to 'assessment_misalignment': Insufficient focus on machine learning application. This particularly impacts objectives like OBJ-03-04, OBJ-01-03. The proposed remediation is to incorporate a new project on the topic.</data>
{
  "analysis_id": "CALIGN-2025-COM272-016",
  "analysis_date": "2025-03-31",
  "source_document_type": "Textbook Content Overview",
  "source_document_title": "COM272: Artificial Intelligence - Fall 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 15,
    "grade_level_max": 16
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "object-oriented programming",
        "database",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to architect the concept of networking.",
          "keywords": [
            "machine learning",
            "algorithms"
          ],
          "suggested_assessments": [
            "presentation",
            "essay"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to optimize the concept of networking.",
          "keywords": [
            "algorithms",
            "networking",
            "object-oriented programming",
            "data structures"
          ],
          "suggested_assessments": [
            "presentation",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Create"
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to design the concept of data structures.",
          "keywords": [
            "networking",
            "algorithms",
            "database"
          ],
          "suggested_assessments": [
            "project",
            "essay"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to optimize the concept of machine learning.",
          "keywords": [
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "essay",
            "multiple_choice_quiz"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Software Tool",
          "title": "Focused 24hour firmware",
          "is_publicly_accessible": false,
          "identifier": "COM272-MAT-717",
          "quantity": 22
        },
        {
          "material_type": "Software Tool",
          "title": "Realigned disintermediate matrix",
          "is_publicly_accessible": true,
          "identifier": "COM272-MAT-557",
          "quantity": 44
        },
        {
          "material_type": "Lab Manual",
          "title": "Automated asymmetric contingency",
          "is_publicly_accessible": false,
          "identifier": "COM272-MAT-657",
          "quantity": 4
        }
      ]
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "networking",
        "algorithms",
        "object-oriented programming",
        "data structures"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "database",
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "essay",
            "presentation"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "machine learning",
            "algorithms",
            "data structures",
            "networking"
          ],
          "suggested_assessments": [
            "lab_report",
            "presentation"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to design the concept of object-oriented programming.",
          "keywords": [
            "database",
            "machine learning",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-02-04",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "database"
          ],
          "suggested_assessments": [
            "essay"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Textbook Chapter",
          "title": "Self-enabling 24hour conglomeration",
          "is_publicly_accessible": true,
          "identifier": "ISBN: 978-5419858331",
          "quantity": 49
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Object-based bottom-line framework",
          "is_publicly_accessible": false,
          "identifier": "ISBN: 978-8002040412",
          "quantity": 29
        }
      ],
      "duration_hours": 14
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Artificial Intelligence",
      "key_concepts": [
        "data structures",
        "database",
        "machine learning",
        "object-oriented programming",
        "algorithms"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "database"
          ],
          "suggested_assessments": [
            "presentation",
            "essay"
          ]
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to analyze the concept of networking.",
          "keywords": [
            "object-oriented programming",
            "database"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "presentation"
          ]
        },
        {
          "objective_id": "OBJ-03-03",
          "description": "Students will be able to design the concept of object-oriented programming.",
          "keywords": [
            "data structures",
            "database",
            "algorithms",
            "networking"
          ],
          "suggested_assessments": [
            "project"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-03-04",
          "description": "Students will be able to optimize the concept of networking.",
          "keywords": [
            "data structures",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "multiple_choice_quiz",
            "lab_report",
            "project"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Lab Manual",
          "title": "Down-sized 24/7 product",
          "is_publicly_accessible": false,
          "identifier": "COM272-MAT-209",
          "quantity": 32
        },
        {
          "material_type": "Lab Manual",
          "title": "Multi-tiered scalable service-desk",
          "is_publicly_accessible": false,
          "quantity": 50
        },
        {
          "material_type": "Textbook Chapter",
          "title": "Organized actuating secured line",
          "is_publicly_accessible": false,
          "quantity": 4
        }
      ],
      "duration_hours": 24
    }
  ],
  "alignment_notes": "Score positive push popular reveal almost. Member cultural financial. Computer father set hear world Democrat family.",
  "detected_gaps": [
    {
      "gap_description": "Insufficient focus on machine learning application.",
      "gap_category": "assessment_misalignment",
      "affected_objectives_ids": [
        "OBJ-03-04",
        "OBJ-01-03"
      ],
      "suggested_intervention": "Incorporate a new project on the topic."
    }
  ]
}