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      "label": "Review"
    },
    {
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      "type": "group",
      "x": -2580,
      "y": -80,
      "width": 3380,
      "height": 1635,
      "label": "Flagging workflow"
    },
    {
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      "type": "group",
      "x": -640,
      "y": 1980,
      "width": 2040,
      "height": 2220,
      "color": "3",
      "label": "Building the review"
    },
    {
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      "type": "group",
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      "y": -55,
      "width": 1400,
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      "label": "Flagging"
    },
    {
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      "type": "group",
      "x": -2080,
      "y": 2590,
      "width": 1300,
      "height": 1000,
      "color": "4",
      "label": "Report Filestructure"
    },
    {
      "id": "41ae23152619c090",
      "type": "group",
      "x": -340,
      "y": -50,
      "width": 400,
      "height": 730,
      "label": "Notes"
    },
    {
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      "type": "group",
      "x": -1090,
      "y": -50,
      "width": 450,
      "height": 500,
      "color": "6",
      "label": "\"Blatant Plagiarism\""
    },
    {
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      "type": "group",
      "x": -1020,
      "y": 780,
      "width": 380,
      "height": 570,
      "color": "3",
      "label": "Manual checking"
    },
    {
      "id": "91f43be181153a2f",
      "type": "text",
      "text": "No report if no flags",
      "styleAttributes": {
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      },
      "x": -2180,
      "y": 1305,
      "width": 240,
      "height": 60,
      "color": "1"
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    {
      "id": "e155f81df7567675",
      "type": "text",
      "text": "Show flagged areas:\n\n- Using comments in code\n- Highlights in LaTeX",
      "styleAttributes": {},
      "x": -980,
      "y": 800,
      "width": 320,
      "height": 140
    },
    {
      "id": "cff5136ac15e7282",
      "type": "text",
      "text": "User edits % confidence for AI and/or confirms blatant plagiarism, by accepting or dismissing flagged areas",
      "styleAttributes": {},
      "x": -980,
      "y": 1000,
      "width": 320,
      "height": 160
    },
    {
      "id": "369b3ccbec406b84",
      "type": "text",
      "text": "User can add comments to each accepted flagged area",
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      "width": 320,
      "height": 100
    },
    {
      "id": "f70e12918d4a24f5",
      "type": "text",
      "text": "exports into a json, e.g. assuming that there are 5 exercises:\n```json\n[\n\t{\n\t\t\"student\": 1234567,\n\t\t\"per_exercise\": [\n\t\t\t{\n\t\t\t\t\"plagiarism\": {\n\t\t\t\t\t\"value\": 100.0,\n\t\t\t\t\t\"comment\": \"student plagiarized from s7654321 (this is added by user)\",\n\t\n\t\t\t\t},\n\t\t\t\t\"ai\": {\n\t\t\t\t\t\"value\": 10.00,\n\t\t\t\t\t\"comment\": \"ai-esque formatting\",\n\t\t\t\t}\n\t\t\t}\n\t\t\t// rest of exercises (first 100% plag, 10% ai, rest 0% PLAG, 100% ai)\n\t\t],\n\t\t\"overall\": {\n\t\t\t\"plagiarism\": {\n\t\t\t\t\"value\": 20.0, // student plagiarized on 1 exercise\n\t\t\t\t\"comment\": \"blah\"\n\t\t\t},\n\t\t\t\t\n\t\t\t\"ai\": {\n\t\t\t\t\"value\": 82.0 , // blatantly ai generated the rest + 1/10 * 1/5 * 100 = 2\n\t\t\t\t\"comment\":null\n\t\t\t}\n\t\t}\n\t\t\n\t}\n]\n```",
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    {
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      "type": "text",
      "text": "For each student",
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      },
      "x": -2040,
      "y": -35,
      "width": 222,
      "height": 60
    },
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      "type": "text",
      "text": "Prepare for manual checking",
      "styleAttributes": {
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      "x": -1978,
      "y": 1115,
      "width": 248,
      "height": 100,
      "color": "4"
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    {
      "id": "b037f6b77d5f7127",
      "type": "text",
      "text": "Get latest Themis submission",
      "styleAttributes": {
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      },
      "x": -1860,
      "y": 105,
      "width": 260,
      "height": 60
    },
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      "type": "text",
      "text": "Run \"blatant\" plagiarism checks",
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      },
      "x": -1990,
      "y": 745,
      "width": 260,
      "height": 60,
      "color": "6"
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    {
      "id": "81b169838f131921",
      "type": "text",
      "text": ">[!Warning]\n>All of the features described in the data extraction segments are **only to be used as markers**, as none of them are objective!",
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      "x": -320,
      "y": 220,
      "width": 360,
      "height": 240
    },
    {
      "id": "f1ddd6eba5309171",
      "type": "text",
      "text": "Cyan arrows mean **optional**, so just ideas for now.",
      "x": -320,
      "y": 460,
      "width": 360,
      "height": 193,
      "color": "5"
    },
    {
      "id": "cd65de7baebaa0ac",
      "type": "text",
      "text": ">[!Warning]\n>If we want this data to be non-problematic, we CANNOT be sending any of this to third-parties (so unlicensed AI checkers don't work)",
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      "x": -320,
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      "type": "text",
      "text": "Peer plagiarism check",
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      "width": 260,
      "height": 80
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    {
      "id": "54d156c855d043cf",
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      "text": "Blatant AI usage check\n- check for prompt leftovers, i.e.:\n> Sure, let's...\n> Here's...\n... existing code ...\n- Special character usage in code (any UTF-8 character)",
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      "x": -1080,
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    {
      "id": "8babf02556920e0f",
      "type": "text",
      "text": ">[!Idea]\n>If we have a reliable way to determine AI usage, we can train our own in-house AI to check for this!",
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    },
    {
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      "type": "text",
      "text": ">[!Idea]\nRun some sort of language analysis.\n>\n> - Check for style changes in language - formal in one paragraph, informal in other\n>  - Check for correctness - no grammatical or punctuation mistakes are very unlikely without AI\n> - telltale sign -> ’ vs ' - latex doesn't differentiate\n> - style in latex -> spacing and excessive bolding are characteristic of AI\n",
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      "id": "ba75ad6041650471",
      "type": "text",
      "text": ">[!Idea]\nExtract data from code\n> - Comment to code ratio\n> - Changes in style (indentation, // vs /* \\*/, bracket placement)\n> - Advanced language usage depending on course (e.g. using const or inline during PF implies that you know your C or you're using AI)\n\n",
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      "type": "text",
      "text": "Get latest Brightspace submission",
      "styleAttributes": {
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      "x": -2210,
      "y": 95,
      "width": 260,
      "height": 80
    },
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      "type": "text",
      "text": "OCR (latex) or use tex if provided",
      "styleAttributes": {
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      },
      "x": -2220,
      "y": 275,
      "width": 280,
      "height": 60
    },
    {
      "id": "d130712eb1ba3ff9",
      "type": "text",
      "text": "Split code into \"blocks\" (functions and such)\n",
      "styleAttributes": {
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      },
      "x": -1860,
      "y": 265,
      "width": 340,
      "height": 80
    },
    {
      "id": "8ec144e7b743ff08",
      "type": "text",
      "text": "Preprocess code sections into `.tex` files to be included (with highlighting)",
      "styleAttributes": {
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      },
      "x": 250,
      "y": 2140,
      "width": 260,
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      "text": "Inject into the corresponding `.tex`es",
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      "y": 2340,
      "width": 260,
      "height": 100
    },
    {
      "id": "1161285c0887cec2",
      "type": "text",
      "text": "Add submission to `build/insertable.tex` document:\n```tex\n% It is possible for one of these sections to not exist (if folder is empty or d.n.e.)\n\\section{S1234567}\n\\input{review_1234567/overall.tex}\n% optional review_1234567/score.json included here\n\n\\subsection{Code Review}\n\\input{review_1234567/build/code.tex}\n\n\n\\subsection{Document Review}\n\\input{review_1234567/build/document.tex}\n```",
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    },
    {
      "id": "7d6ebe642a2f40cc",
      "type": "text",
      "text": "Python script automatically:",
      "styleAttributes": {
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      },
      "x": 310,
      "y": 1995,
      "width": 140,
      "height": 120
    },
    {
      "id": "0da48d99a3484f6d",
      "type": "text",
      "text": "add to ```<ASSIGNMENT_ROOT>/report.tex```\n```tex\n% preamble\n\\begin{document}\n\n% intro\n\\section{Introduction}\nThis document is a comprehensive report of blah blah blah blah.\n\n% reports\n% s1234567\n\\input{reviews/review_1234567/build/insertable.tex}\n% other individual reports will go here\n\\end{document}\n```",
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      },
      "x": 605,
      "y": 3773,
      "width": 530,
      "height": 380
    },
    {
      "id": "c40385532044360f",
      "type": "text",
      "text": "Consolidate document sections into a `build/document.tex`\n```tex\n%% submittable 1 %%\n\\subsubsection{Section - Introduction} % the name will be added automatically from the filename\n\n% latex file - document/1_introduction/student.tex\n\\begin{student}\nI am the student. This is \\hl{\\textbf{AI Generated}: Generated by Artifical Intelligence.}\n\\end{student}\n\n% latex file - document/1_introduction/comment.tex\n\\begin{comment}\nJudging by the completely unnecessary definition, this seems to be AI generated\n\\end{comment}\n\n% optional, data sourced from score.json, all names sourced from config.json\n\\subsubsection{Metrics}\n\\begin{center}\n\\begin{tabular}{|c|c|}\n\\hline\nMetric & Percentage  \\\\\n\\hline\nPeer Plagiarism & 20\\% \\\\\nAI & 82\\%\n\n\\end{tabular}\n\\end{center}\n\n\\begin{comment}\n\\textbf{Peer Plagiarism} % also sourced from config.json\nblah\n% \\textbf{AI} this doesn't exist since \t\"comment\":null, name sourced from config.json\n\n\\end{comment}\n```",
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      "y": 2560,
      "width": 980,
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    },
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      "type": "text",
      "text": "Consolidate code sections into a `build/code.tex`:\n```tex\n%% submittable 1 %%\n\\subsubsection{Submittable 1} % value from config.json\n\n% Code file (code/1.py)\n\\begin{lstlisting} % highlighting will be added automatically based on file extension\n\nprint(\"not ai\")\n(*@  \\hl{print(\"ai)}  @*) % <plag> print(\"ai\") </plag>\n\n\\end{lstlisting}\n\n% Latex file (code/1.tex)\n\\begin{comment} % will be enclosed in comment environment automatically\nThe user clearly used AI in the highlighted line\n\\end{comment}\n\n% optional, data sourced from score.json, all names sourced from config.json\n\\subsubsection{Metrics} \n\\begin{center}\n\\begin{tabular}{|c|c|}\n\\hline\nMetric & Percentage  \\\\\n\\hline\nPeer Plagiarism & 20\\% \\\\ % config.json\nAI & 82\\% % config.json\n\n\\end{tabular}\n\\end{center}\n\n\\begin{comment}\n\\textbf{Peer Plagiarism} % also sourced from config.json\nblah\n% \\textbf{AI} this doesn't exist since \t\"comment\":null, name sourced from config.json\n\n\\end{comment}\n```",
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      "y": 2560,
      "width": 945,
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    },
    {
      "id": "c38053aa7c2aad55",
      "type": "text",
      "text": "`<ASSIGNMENT_ROOT>/`",
      "styleAttributes": {
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      },
      "x": -1713,
      "y": 2630,
      "width": 267,
      "height": 60
    },
    {
      "id": "718c00c9f0b2ae02",
      "type": "text",
      "text": "`score.json`",
      "styleAttributes": {
        "border": "dashed",
        "textAlign": "center"
      },
      "x": -1866,
      "y": 2870,
      "width": 126,
      "height": 60
    },
    {
      "id": "d361b6a7e02f5ce8",
      "type": "text",
      "text": "`review_<studentNum>/`",
      "styleAttributes": {
        "textAlign": "center"
      },
      "x": -1680,
      "y": 2870,
      "width": 200,
      "height": 60,
      "color": "6"
    },
    {
      "id": "e8bb990cf4d5abbe",
      "type": "text",
      "text": "`overall.tex`\nThis contains overall comments and scores",
      "styleAttributes": {
        "textAlign": "center"
      },
      "x": -1695,
      "y": 3025,
      "width": 231,
      "height": 100,
      "color": "5"
    },
    {
      "id": "3b8351d46238b500",
      "type": "text",
      "text": "`code/`",
      "styleAttributes": {
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      },
      "x": -1920,
      "y": 3030,
      "width": 108,
      "height": 40
    },
    {
      "id": "2d3d8299d2940c91",
      "type": "text",
      "text": "numbered folders per Themis submittable \n> 1/, 2/, 3/",
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      },
      "x": -1996,
      "y": 3145,
      "width": 260,
      "height": 100,
      "color": "6"
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    {
      "id": "74e3b31fbf552352",
      "type": "text",
      "text": "`score.json`",
      "styleAttributes": {
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        "textAlign": "center"
      },
      "x": -1680,
      "y": 3165,
      "width": 126,
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    },
    {
      "id": "1a6ef38ff82e7f26",
      "type": "text",
      "text": "Corresponding latex file to be included as a comment\n\n> 1.tex, 2.tex, 3.tex",
      "styleAttributes": {
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      },
      "x": -1760,
      "y": 3340,
      "width": 260,
      "height": 140,
      "color": "5"
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    {
      "id": "426fecaf63cd032e",
      "type": "text",
      "text": "Suspicious text should be highlighted here using `\\hl{text}`\n\n (if you want highlighting)",
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        "textAlign": "center"
      },
      "x": -1840,
      "y": 3650,
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      "height": 140
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    {
      "id": "2d7a0b5a695bb9dd",
      "type": "text",
      "text": "Problematic sections (OCR or manual review)\n\n> student.tex\n\nIncluding original text",
      "styleAttributes": {
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      },
      "x": -1445,
      "y": 3380,
      "width": 249,
      "height": 180,
      "color": "5"
    },
    {
      "id": "d363ae68077580c2",
      "type": "text",
      "text": "Numbered, snake case-labelled problematic sections (exercises) in document (OCR or manual review)\n>1_exercise_1/",
      "styleAttributes": {
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      },
      "x": -1315,
      "y": 3150,
      "width": 300,
      "height": 160,
      "color": "6"
    },
    {
      "id": "af31afa6fefe62b9",
      "type": "text",
      "text": "Comments for problematic section\n> comment.tex",
      "styleAttributes": {
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      },
      "x": -1165,
      "y": 3405,
      "width": 340,
      "height": 100,
      "color": "5"
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    {
      "id": "18af4a0953772fca",
      "type": "text",
      "text": "`score.json`",
      "styleAttributes": {
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        "textAlign": "center"
      },
      "x": -951,
      "y": 3200,
      "width": 126,
      "height": 60
    },
    {
      "id": "fec21ca7aacbdb86",
      "type": "text",
      "text": "`reviews/`",
      "styleAttributes": {
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      },
      "x": -1648,
      "y": 2730,
      "width": 136,
      "height": 60
    },
    {
      "id": "bf5ee292546142fe",
      "type": "text",
      "text": "`build/`\nwill house `code.tex`, `review.tex` and `insertable.tex`",
      "styleAttributes": {
        "textAlign": "center"
      },
      "x": -1404,
      "y": 2840,
      "width": 260,
      "height": 120
    },
    {
      "id": "d4fffdc078b4aaeb",
      "type": "text",
      "text": "`document/`",
      "styleAttributes": {
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      },
      "x": -1420,
      "y": 3035,
      "width": 146,
      "height": 40
    },
    {
      "id": "71ba916ec96ad1be",
      "type": "text",
      "text": "Things that user should fill in/annotate are marked in **CYAN**",
      "styleAttributes": {
        "border": "invisible"
      },
      "x": -1040,
      "y": 2600,
      "width": 260,
      "height": 100
    },
    {
      "id": "19540bd3c895f9bc",
      "type": "text",
      "text": "Numbered flagged/suspicious exercises + file extension for highlighting\n>  1.c, 2.c, 3.c",
      "styleAttributes": {
        "textAlign": "center"
      },
      "x": -2050,
      "y": 3330,
      "width": 260,
      "height": 160,
      "color": "5"
    },
    {
      "id": "b6f9319ee8e11549",
      "type": "text",
      "text": "To highlight specific parts in the final document, surround the section in `<plag>`.\nE.g.:\n```python\n<plag> print(\"definitely not plagiarized\") </plag>\n```",
      "styleAttributes": {
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        "border": "dashed"
      },
      "x": -2720,
      "y": 3320,
      "width": 600,
      "height": 180
    },
    {
      "id": "96defc0b2d99568c",
      "type": "text",
      "text": "> [!OPTIONAL]\n> The folders marked in **PURPLE** can contain a score.json file, which can be imported from the flagging toolkit or created manually and will be included as shown in the diagram on the right\n\n```json\n\"plagiarism\": {\n\t\"value\": 20.0, // student plagiarized on 1 exercise\n\t\"comment\": \"blah\"\n},\n\t\n\"ai\": {\n\t\"value\": 82.0 , // blatantly ai generated the rest + 1/10 * 1/5 * 100 = 2\n\t\"comment\":null\n}\n```",
      "styleAttributes": {
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      "x": -1812,
      "y": 2055,
      "width": 770,
      "height": 380
    },
    {
      "id": "ccd335e21a1d13a0",
      "type": "text",
      "text": "can be exported into the report",
      "styleAttributes": {},
      "x": 510,
      "y": 1117,
      "width": 260,
      "height": 60,
      "color": "4"
    },
    {
      "id": "bc5754540847ddbf",
      "type": "text",
      "text": "`config.json`\nIf doesn't exist, defaults will be loaded",
      "styleAttributes": {
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        "textAlign": "center"
      },
      "x": -2050,
      "y": 2610,
      "width": 260,
      "height": 100
    },
    {
      "id": "7c4588ca6e195422",
      "type": "text",
      "text": "`report.tex`\nfull, consolidated report",
      "styleAttributes": {
        "textAlign": "center"
      },
      "x": -1347,
      "y": 2620,
      "width": 260,
      "height": 80
    },
    {
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