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{% extends "layout.html" %}
{% block content %}<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Clever Critter Classifier</title>
    <script src="https://cdn.tailwindcss.com"></script>
    <style>

        /* Custom styles to enhance attractiveness and functionality */

        body {

            font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;

            background-color: #e2e8f0; /* Light blue-gray background */

            display: block;

            flex-direction: column;

            align-items: center;

            justify-content: center;

            max-height: 100vh;

            padding: 20px;

            overflow-x: hidden; /* Prevent horizontal scroll */

        }



        .main-wrapper {

            max-width: 1400px; /* Wider to accommodate 8 nodes in level 4 */

            width: 100%;

            display: flex;

            flex-direction: column;

            gap: 2rem;

        }



        .game-container {

            background-color: #ffffff;

            padding: 2.5rem;

            border-radius: 1rem;

            box-shadow: 0 10px 15px rgba(0, 0, 0, 0.1);

            text-align: center;

            position: relative;

        }



        h1 {

            font-size: 3rem;

            font-weight: 800;

            margin-bottom: 1rem;

            color: #1a202c;

            letter-spacing: -0.05em;

        }



        .tagline {

            font-size: 1.25rem;

            color: #4a5568;

            margin-bottom: 2rem;

            font-style: italic;

        }



        .tree-container {

            position: relative;

            margin-top: 3rem;

            min-height: 850px; /* Adjusted height for 4 levels + spacing */

            display: flex;

            flex-direction: column;

            align-items: center;

            padding-top: 20px;

        }



        #tree-svg {

            position: absolute;

            top: 0;

            left: 0;

            width: 100%;

            height: 100%;

            pointer-events: none; /* Allows clicks to pass through to nodes */

            overflow: visible;

        }



        .tree-row {

            display: flex;

            justify-content: center;

            width: 100%;

            margin-bottom: 7rem; /* Spacing between levels */

            position: relative; /* For z-index stacking */

            z-index: 1; /* Ensure nodes are above lines */

        }



        .tree-node {

            background-color: #ebf8ff; /* Tailwind blue-100 */

            border: 2px solid #63b3ed; /* Tailwind blue-400 */

            border-radius: 0.75rem;

            padding: 0.8rem 0.8rem; /* Reduced padding */

            margin: 0 1rem; /* Reduced space between sibling nodes */

            box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);

            transition: all 0.4s ease-in-out, transform 0.2s ease-out, opacity 0.4s ease-in-out; /* Smooth transitions */

            width: 220px; /* Reduced fixed width */

            min-height: 110px; /* Reduced min height */

            display: flex;

            flex-direction: column;

            justify-content: center; /* Center content vertically */

            align-items: center; /* Center content horizontally */

            position: relative;

            opacity: 0.3; /* Faded by default */

            pointer-events: none; /* Not clickable by default */

            text-align: center; /* Ensure text is centered */

        }



        .tree-node.active {

            border-color: #3182ce; /* Tailwind blue-600 */

            box-shadow: 0 8px 16px rgba(0, 0, 0, 0.25);

            background-color: #bee3f8; /* Tailwind blue-200 */

            opacity: 1; /* Fully visible when active */

            pointer-events: all; /* Clickable when active */

            transform: translateY(-5px); /* Subtle lift */

            z-index: 2; /* Bring active node slightly to front */

        }



        .tree-node.path-taken {

            border-color: #90cdf4; /* Lighter blue for path */

            background-color: #e0f2fe; /* Even lighter blue */

            opacity: 0.7; /* Still visible but not as prominent as active */

            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.08);

            pointer-events: none; /* Not clickable once passed */

            transform: translateY(0); /* Reset lift */

            z-index: 1;

        }



        .root-node {

            background-color: #38a169; /* Darker green for root */

            border-color: #2f855a; /* Even darker green */

            color: white;

            padding: 1.2rem; /* Adjusted padding for root */

            font-size: 1.1rem; /* Adjusted font size for root */

            opacity: 1; /* Root is always fully visible */

            pointer-events: all; /* Root is always clickable (its buttons) */

            width: 260px; /* Slightly wider root node for distinction */

            min-height: 120px; /* Slightly taller root node */

        }

        .root-node.active {

             background-color: #2f855a;

        }



        .leaf-node {

            background-color: #d6eaff; /* Light blue for leaves, softer than green */

            border-color: #63b3ed;

            opacity: 0.3; /* Faded by default */

            pointer-events: none; /* Not clickable by default */

        }

        .leaf-node.active {

            background-color: #a7d3ff;

            box-shadow: 0 0 20px rgba(99, 179, 237, 0.7); /* Glow effect for leaf */

            transform: scale(1.05); /* Slightly pop out */

            opacity: 1; /* Fully visible when reached */

            pointer-events: none; /* Not clickable once reached */

        }



        .node-question {

            font-size: 1.1rem; /* Adjusted font size for internal nodes */

            font-weight: 700;

            margin-bottom: 0.8rem; /* Adjusted margin */

            color: inherit;

        }



        .classification-text {

            font-size: 1.5rem; /* Adjusted classification text size */

            font-weight: bold;

            color: #2f855a;

            padding: 0.4rem; /* Adjusted padding for leaf node text */

        }



        .node-buttons {

            display: flex;

            justify-content: center;

            gap: 0.6rem; /* Adjusted gap */

            flex-wrap: wrap;

            margin-top: auto; /* Push buttons to bottom if node grows */

        }



        .node-button {

            background-color: #4299e1;

            color: white;

            padding: 0.6rem 1.2rem; /* Adjusted padding */

            border-radius: 0.5rem;

            font-weight: 700;

            cursor: pointer;

            border: none;

            transition: background-color 0.2s ease-in-out, transform 0.1s ease-in-out, box-shadow 0.2s ease-in-out;

            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);

            font-size: 0.9rem; /* Adjusted font size */

        }



        .node-button:hover:not(:disabled) {

            background-color: #3182ce;

            transform: translateY(-2px);

            box-shadow: 0 6px 12px rgba(0, 0, 0, 0.15);

        }

        .node-button:active:not(:disabled) {

            transform: translateY(0);

            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);

        }



        .node-button:disabled {

            background-color: #a0aec0;

            cursor: not-allowed;

            opacity: 0.7;

            transform: none;

            box-shadow: none;

        }



        /* --- Line Styling --- */

        .connector-line {

            stroke: #a0aec0; /* Gray for inactive lines */

            stroke-width: 3;

            transition: stroke 0.4s ease-in-out, stroke-width 0.4s ease-in-out, opacity 0.4s ease-in-out;

        }



        .connector-line.active-path {

            stroke: #3182ce !important; /* Deeper blue for active path */

            stroke-width: 5 !important; /* Thicker line */

            opacity: 1 !important; /* Fully visible */

        }

        .connector-line.inactive-path {

            opacity: 0.3; /* Faded lines for unchosen paths */

            stroke-width: 2; /* Thinner lines */

        }



        /* --- Control Buttons --- */

        .reset-button {

            background-color: #e53e3e; /* Tailwind red-600 */

            color: white;

            padding: 0.9rem 2rem;

            border-radius: 0.5rem;

            font-weight: 700;

            cursor: pointer;

            border: none;

            transition: background-color 0.2s ease-in-out, transform 0.1s ease-in-out, box-shadow 0.2s ease-in-out;

            margin-top: 2rem;

            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);

        }

        .reset-button:hover {

            background-color: #c53030;

            transform: translateY(-2px);

            box-shadow: 0 6px 12px rgba(0, 0, 0, 0.15);

        }

        .reset-button:active {

            transform: translateY(0);

            box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);

        }



        .llm-explanation-container {

            margin-top: 2rem;

            background-color: #f0f8ff;

            border: 1px solid #a7d3ff;

            padding: 2rem;

            border-radius: 0.75rem;

            box-shadow: 0 4px 8px rgba(0, 0, 0, 0.08);

            text-align: left;

        }

        .llm-explanation-container h4 {

            font-size: 1.25rem;

            font-weight: bold;

            margin-bottom: 1rem;

            color: #2c5282;

        }

        .llm-explanation-container p {

            font-size: 1.05rem;

            line-height: 1.7;

            color: #4a5568;

        }

        .loading-indicator {

            text-align: center;

            font-style: italic;

            color: #718096;

            padding: 1rem;

        }



        /* Confetti animation (simple CSS based) */

        .confetti-container {

            position: absolute;

            top: 0;

            left: 0;

            width: 100%;

            height: 100%;

            overflow: hidden;

            pointer-events: none;

            z-index: 10;

        }

        .confetti {

            position: absolute;

            width: 10px;

            height: 10px;

            background-color: #f06; /* Pink */

            opacity: 0;

            animation: fall 3s ease-out forwards;

        }

        .confetti:nth-child(2n) { background-color: #6cf; /* Blue */ }

        .confetti:nth-child(3n) { background-color: #ffc; /* Yellow */ }

        .confetti:nth-child(4n) { background-color: #9c9; /* Green */ }

        .confetti:nth-child(5n) { background-color: #f60; /* Orange */ }



        @keyframes fall {

            0% { transform: translateY(0) rotateZ(0deg); opacity: 1; }

            100% { transform: translateY(100vh) rotateZ(720deg); opacity: 0; }

        }



        /* Media Queries for Responsiveness */

        @media (max-width: 768px) {

            h1 {

                font-size: 2rem;

            }

            .tagline {

                font-size: 1rem;

            }

            .tree-node {

                width: 90%; /* Keep width responsive on small screens */

                min-height: unset; /* Remove min-height for mobile to avoid overflow */

                margin: 1rem auto;

                padding: 1rem;

            }

            .tree-row {

                flex-direction: column;

                align-items: center;

                margin-bottom: 3rem;

            }

            .node-buttons {

                flex-direction: column;

                gap: 0.75rem;

            }

            .node-button {

                width: 100%;

                padding: 0.75rem 1rem;

            }

            .root-node {

                width: 90%; /* Responsive root */

                min-height: unset; /* Remove min-height for mobile */

                padding: 1.5rem;

            }

        }

    </style>
</head>
<body>
    <div class="main-wrapper">
        <div class="game-container">
            <h1 class="text-gray-900">🐾 Clever Critter Classifier! 🌿</h1>
            <p class="tagline text-gray-700">
                Think of your favorite animal, answer wisely, and watch the tree reveal its identity!
            </p>

            <div class="tree-container" id="game-tree-container">
                <svg id="tree-svg"></svg>
                <div class="tree-row level-1">
                    <div id="node-root" class="tree-node root-node">
                        <p class="node-question"></p>
                        <div id="buttons-root" class="node-buttons"></div>
                    </div>
                </div>
                <div class="tree-row level-2">
                    <div id="node-land-branch" class="tree-node internal-node">
                        <p class="node-question"></p>
                        <div id="buttons-land-branch" class="node-buttons"></div>
                    </div>
                    <div id="node-water-branch" class="tree-node internal-node">
                        <p class="node-question"></p>
                        <div id="buttons-water-branch" class="node-buttons"></div>
                    </div>
                </div>
                <div class="tree-row level-3">
                    <div id="node-fur-branch" class="tree-node internal-node">
                        <p class="node-question"></p>
                        <div id="buttons-fur-branch" class="node-buttons"></div>
                    </div>
                    <div id="node-no-fur-branch" class="tree-node internal-node">
                        <p class="node-question"></p>
                        <div id="buttons-no-fur-branch" class="node-buttons"></div>
                    </div>
                    <div id="node-water-mammal-branch" class="tree-node internal-node">
                        <p class="node-question"></p>
                        <div id="buttons-water-mammal-branch" class="node-buttons"></div>
                    </div>
                    <div id="node-water-non-mammal-branch" class="tree-node internal-node">
                        <p class="node-question"></p>
                        <div id="buttons-water-non-mammal-branch" class="node-buttons"></div>
                    </div>
                </div>
                <div class="tree-row level-4">
                    <div id="node-leaf-lion" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-cat" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-eagle" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-snake" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-dolphin" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-whale" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-fish" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                    <div id="node-leaf-octopus" class="tree-node leaf-node">
                        <p class="classification-text"></p>
                    </div>
                </div>
            </div>

            <button id="explain-classification-button" class="node-button mt-6 hidden">✨ Deep Dive into Classification ✨</button>
            <div id="llm-explanation-container" class="llm-explanation-container hidden">
                <div id="llm-explanation-box" class="llm-explanation-box"></div>
            </div>
            <button id="reset-button" class="reset-button hidden">Start Over</button>
        </div>

        <div class="mt-8 p-6 bg-blue-50 rounded-lg border border-blue-200 shadow-md">
            <h3 class="text-xl font-extrabold mb-4 text-center text-blue-800">Understanding Decision Trees</h3>
            <p class="text-gray-700 leading-relaxed mb-4">
                This game is a simple, fun way to explore how a **Decision Tree** algorithm works in Machine Learning. Imagine a flowchart that helps make decisions!
            </p>
            <ul class="list-disc list-inside text-gray-800 space-y-2">
                <li>
                    <strong>🌳 Root Node (Top):</strong> This is your starting point, like the first big question everyone asks. In real Decision Trees, this node considers all possible data and picks the best question to split it.
                </li>
                <li>
                    <strong>🌿 Internal Nodes (Middle Questions):</strong> These are where you make choices based on features (like "Does it have fur?"). Each answer leads you down a specific branch, getting you closer to a final decision.
                </li>
                <li>
                    <strong>🌸 Leaf Nodes (Bottom - Classifications):</strong> You've reached the end of a path! These are the final answers or predictions. In machine learning, this could be classifying an email as "Spam" or predicting if a customer will "Churn."
                </li>
                <li>
                    <strong>πŸ”— Paths (Decision Rules):</strong> The sequence of choices you make from the root to a leaf node creates a unique "rule." This rule can then be applied to new, unseen data to make a prediction!
                </li>
            </ul>
            <p class="mt-4 text-gray-700 leading-relaxed">
                Just like your choices guide you through this game, Decision Trees learn these question-and-answer paths from large datasets to classify new information.
            </p>
        </div>
    </div>

    <script>

        const treeData = {

            'root': {

                question: 'Does your favorite animal live on land or in water?',

                options: [

                    { text: 'Land 🏞️', next: 'land-branch', value: 'land' },

                    { text: 'Water 🌊', next: 'water-branch', value: 'water' }

                ],

                level: 1

            },

            'land-branch': {

                question: 'Does your favorite animal have fur?',

                options: [

                    { text: 'Yes πŸ‘', next: 'fur-branch', value: 'fur' },

                    { text: 'No πŸ‘Ž', next: 'no-fur-branch', value: 'no_fur' }

                ],

                level: 2

            },

            'water-branch': {

                question: 'Is your favorite animal a mammal?',

                options: [

                    { text: 'Yes πŸ‘', next: 'water-mammal-branch', value: 'mammal' },

                    { text: 'No πŸ‘Ž', next: 'water-non-mammal-branch', value: 'not_mammal' }

                ],

                level: 2

            },

            'fur-branch': {

                question: 'Is your favorite animal large?',

                options: [

                    { text: 'Yes πŸ‘', next: 'leaf-lion', value: 'large' },

                    { text: 'No πŸ‘Ž', next: 'leaf-cat', value: 'small' }

                ],

                level: 3

            },

            'no-fur-branch': {

                question: 'Can it fly?',

                options: [

                    { text: 'Yes πŸ‘', next: 'leaf-eagle', value: 'flies' },

                    { text: 'No πŸ‘Ž', next: 'leaf-snake', value: 'no_fly' }

                ],

                level: 3

            },

            'water-mammal-branch': {

                question: 'Is it found in saltwater or freshwater?',

                options: [

                    { text: 'Saltwater πŸ§‚', next: 'leaf-dolphin', value: 'saltwater' },

                    { text: 'Freshwater πŸ’§', next: 'leaf-whale', value: 'freshwater_mammal' } // Example: Whale if freshwater

                ],

                level: 3

            },

            'water-non-mammal-branch': {

                question: 'Does it have scales?',

                options: [

                    { text: 'Yes βœ…', next: 'leaf-fish', value: 'scales' },

                    { text: 'No ❌', next: 'leaf-octopus', value: 'no_scales' } // Example: Octopus if no scales

                ],

                level: 3

            },

            // Leaf Nodes (classifications) - all are now Level 4

            'leaf-lion': { classification: 'Lion 🦁', explanation: 'Lions are large, furry land animals. They fit the criteria for this classification because they reside on land, possess fur, and are generally considered large mammals.', level: 4 },

            'leaf-cat': { classification: 'Cat 🐈', explanation: 'Cats are small, furry land animals. This classification is reached as cats live on land, have fur, and are small in size.', level: 4 },

            'leaf-eagle': { classification: 'Eagle πŸ¦…', explanation: 'Eagles are non-furry land animals that can fly. They are classified here because they inhabit land, lack fur, and are characterized by their ability to fly.', level: 4 },

            'leaf-snake': { classification: 'Snake 🐍', explanation: 'Snakes are non-furry land animals that cannot fly. This classification applies to snakes as they live on land, do not have fur, and are unable to fly.', level: 4 },

            'leaf-dolphin': { classification: 'Dolphin 🐬', explanation: 'Dolphins are water mammals found in saltwater. They are classified here because they live in water, are mammals, and inhabit saltwater environments.', level: 4 },

            'leaf-whale': { classification: 'Whale 🐳', explanation: 'Whales are typically large water mammals. This classification applies to water animals that are mammals and are very large.', level: 4 },

            'leaf-fish': { classification: 'Fish 🐠', explanation: 'Fish are aquatic animals, often with scales, found in various water bodies. This classification is given to non-mammalian water creatures with scales.', level: 4 },

            'leaf-octopus': { classification: 'Octopus πŸ™', explanation: 'Octopuses are aquatic animals without scales. This classification is for water non-mammals that do not have scales.', level: 4 }

        };



        let currentNodeLogicalId = 'root';

        let currentPath = []; // Stores logical IDs of nodes in the current path

        let lastClassificationNode = null; // Stores the logical ID of the last classified leaf node



        // --- Helper Functions for DOM Manipulation and Tree Drawing ---

        function getElementById(id) {

            return document.getElementById(id);

        }



        function clearNodeButtons(nodeId) {

            const buttonsContainer = getElementById(`buttons-${nodeId}`);

            if (buttonsContainer) {

                buttonsContainer.innerHTML = '';

            }

        }



        function drawLine(startX, startY, endX, endY, id, is_active_path = false) {

            const svg = getElementById('tree-svg');

            let line = getElementById(id);

            if (!line) {

                line = document.createElementNS("http://www.w3.org/2000/svg", "line");

                line.setAttribute('id', id);

                line.setAttribute('class', 'connector-line');

                svg.appendChild(line);

            }

            line.setAttribute('x1', startX);

            line.setAttribute('y1', startY);

            line.setAttribute('x2', endX);

            line.setAttribute('y2', endY);



            // Apply classes based on active path

            if (is_active_path) {

                line.classList.add('active-path');

                line.classList.remove('inactive-path');

            } else {

                line.classList.remove('active-path');

                line.classList.add('inactive-path');

            }

        }



        // Gets absolute position relative to the SVG container (center bottom for parent, center top for child)

        function getAbsolutePosition(element, type = 'bottom') {

            if (!element) return { x: 0, y: 0, width: 0, height: 0 };

            const rect = element.getBoundingClientRect();

            const svg = getElementById('tree-svg');

            const svgRect = svg.getBoundingClientRect();



            let x = rect.left - svgRect.left + rect.width / 2;

            let y;

            if (type === 'bottom') {

                y = rect.top - svgRect.top + rect.height; // Bottom center

            } else { // 'top'

                y = rect.top - svgRect.top; // Top center

            }

            return { x, y, width: rect.width, height: rect.height };

        }



        // Function to draw and update all lines based on the current path

        function drawAllLines() {

            const svg = getElementById('tree-svg');

            // Clear existing lines to redraw all

            while (svg.firstChild) {

                svg.removeChild(svg.firstChild);

            }



            // Iterate through all possible connections in treeData

            for (const parentLogicalId in treeData) {

                const parentData = treeData[parentLogicalId];

                if (parentData.options) { // If it's a node with options (not a leaf)

                    parentData.options.forEach(option => {

                        const childLogicalId = option.next;

                        const parentNode = getElementById(`node-${parentLogicalId}`);

                        const childNode = getElementById(`node-${childLogicalId}`);



                        if (parentNode && childNode) {

                            const parentPos = getAbsolutePosition(parentNode, 'bottom');

                            const childPos = getAbsolutePosition(childNode, 'top');



                            const lineId = `line-${parentLogicalId}-to-${childLogicalId}`;

                            // Check if this connection is part of the current active path

                            const isPathSegment = currentPath.includes(parentLogicalId) && currentPath.includes(childLogicalId);

                            drawLine(parentPos.x, parentPos.y, childPos.x, childPos.y, lineId, isPathSegment);

                        }

                    });

                }

            }

        }



        // Confetti effect

        function launchConfetti() {

            const confettiContainer = document.createElement('div');

            confettiContainer.classList.add('confetti-container');

            getElementById('game-tree-container').appendChild(confettiContainer);



            for (let i = 0; i < 50; i++) {

                const confetti = document.createElement('div');

                confetti.classList.add('confetti');

                confetti.style.left = `${Math.random() * 100}%`;

                confetti.style.backgroundColor = `hsl(${Math.random() * 360}, 70%, 60%)`;

                confetti.style.animationDelay = `${Math.random() * 0.5}s`;

                confetti.style.animationDuration = `${3 + Math.random() * 2}s`;

                confettiContainer.appendChild(confetti);

            }



            // Remove confetti after animation

            setTimeout(() => {

                confettiContainer.remove();

            }, 5000);

        }



        // --- Game Logic Functions ---

        function initializeNode(nodeLogicalId) {

            const nodeData = treeData[nodeLogicalId];

            const nodeElement = getElementById(`node-${nodeLogicalId}`);

            const buttonsContainer = getElementById(`buttons-${nodeLogicalId}`);



            if (!nodeElement || !nodeData) {

                console.error(`Node element or data not found for ID: ${nodeLogicalId}`);

                return;

            }



            // Reset all nodes to inactive/faded state first, and clear all buttons

            document.querySelectorAll('.tree-node').forEach(node => {

                node.classList.remove('active', 'path-taken');

                // Set initial opacity and pointer-events for all nodes

                node.style.opacity = '0.3';

                node.style.pointerEvents = 'none';

                clearNodeButtons(node.id.replace('node-', ''));

            });



            // Set 'path-taken' for all nodes in the current path (except the current active one)

            currentPath.forEach(pathId => {

                const pathNodeElement = getElementById(`node-${pathId}`);

                if (pathNodeElement && pathId !== nodeLogicalId) {

                    pathNodeElement.classList.add('path-taken');

                    pathNodeElement.style.opacity = '0.7'; // Less faded

                    pathNodeElement.style.pointerEvents = 'none'; // Still not clickable

                }

            });



            // Set content and activate the current node

            nodeElement.classList.add('active');

            nodeElement.style.opacity = '1';

            nodeElement.style.pointerEvents = 'all';



            if (nodeData.classification) { // It's a leaf node

                nodeElement.querySelector('.classification-text').textContent = nodeData.classification;

                clearNodeButtons(nodeLogicalId);

                lastClassificationNode = nodeLogicalId;

                getElementById('explain-classification-button').classList.remove('hidden');

                getElementById('reset-button').classList.remove('hidden');

                launchConfetti(); // Yay, classification!

            } else { // It's an internal/root node

                const questionElement = nodeElement.querySelector('.node-question');

                questionElement.textContent = nodeData.question;



                buttonsContainer.innerHTML = ''; // Clear previous buttons

                nodeData.options.forEach(option => {

                    const button = document.createElement('button');

                    button.classList.add('node-button');

                    button.textContent = option.text;

                    button.onclick = () => chooseOption(nodeLogicalId, option.next);

                    buttonsContainer.appendChild(button);

                });

                getElementById('explain-classification-button').classList.add('hidden');

                getElementById('llm-explanation-container').classList.add('hidden');

                getElementById('reset-button').classList.add('hidden');

            }



            // Always redraw all lines to reflect current path highlight

            drawAllLines();

        }



        function chooseOption(parentNodeLogicalId, nextNodeLogicalId) {

            // Add current node to path if not already there (prevents duplicates on restart)

            if (!currentPath.includes(parentNodeLogicalId)) {

                currentPath.push(parentNodeLogicalId);

            }

            currentPath.push(nextNodeLogicalId);



            currentNodeLogicalId = nextNodeLogicalId;



            // Initialize the next node (which will apply active/path-taken styles and redraw lines)

            initializeNode(nextNodeLogicalId);

        }



        function startGame() {

            // Reset game state

            currentNodeLogicalId = 'root';

            currentPath = [];

            lastClassificationNode = null;



            // Initialize all nodes with their content but set to faded/inactive state initially

            for (const id in treeData) {

                const nodeData = treeData[id];

                const nodeElement = getElementById(`node-${id}`);

                if (nodeElement) {

                    // Populate questions/classifications for all nodes first

                    if (nodeData.classification) {

                        const classificationText = nodeElement.querySelector('.classification-text');

                        if (classificationText) classificationText.textContent = nodeData.classification;

                    } else if (nodeData.question) {

                        const questionText = nodeElement.querySelector('.node-question');

                        if (questionText) questionText.textContent = nodeData.question;

                    }



                    // Reset styling

                    nodeElement.classList.remove('active', 'path-taken');

                    nodeElement.style.opacity = '0.3';

                    nodeElement.style.pointerEvents = 'none';

                    clearNodeButtons(nodeElement.id.replace('node-', '')); // Corrected this line to pass proper ID

                }

            }



            // Activate the root node to start the game

            initializeNode(currentNodeLogicalId);

        }



        // Function to explain classification using LLM (placeholder for now)

        async function explainClassification() {

            const explanationContainer = getElementById('llm-explanation-container');

            const explanationBox = getElementById('llm-explanation-box');

            explanationContainer.classList.remove('hidden');

            explanationBox.innerHTML = '<p class="loading-indicator">Loading explanation...</p>';



            if (lastClassificationNode && treeData[lastClassificationNode]) {

                const animalName = treeData[lastClassificationNode].classification.split(' ')[0]; // Get just the name

                const explanationText = treeData[lastClassificationNode].explanation;



                // Simulate LLM response delay

                setTimeout(() => {

                    explanationBox.innerHTML = `

                        <h4>Why ${animalName}?</h4>

                        <p>${explanationText}</p>

                    `;

                }, 1000); // 1 second delay

            } else {

                explanationBox.innerHTML = '<p class="text-red-500">No classification to explain yet. Please play the game!</p>';

            }

        }



        // --- Event Listeners ---

        window.onload = () => {

            startGame();

            // Re-draw lines on window resize to adjust for responsive layout changes

            window.addEventListener('resize', drawAllLines);

        };

        getElementById('reset-button').addEventListener('click', startGame);

        getElementById('explain-classification-button').addEventListener('click', explainClassification);

    </script>
        
    <div class="back-button">
       <a href="/decision_tree" class=" bg-gray-200 center hover:bg-gray-300 text-black-800 px-4 py-2 rounded shadow">
    ← Back to decision tree
  </a>
  </div>
</body>
</html>
{% endblock %}