diff --git a/backend/.env.example b/.env.example similarity index 100% rename from backend/.env.example rename to .env.example diff --git a/.gitignore b/.gitignore index 9f3441d48e4743d0c8a6400877afe564d7411846..0ccc430c5c7e4199980e0aa74783ef02ab9f5c7e 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,57 @@ -node_modules/ -.env +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# Virtual Environments +venv/ +ENV/ +env/ +.venv + +# IDE +.vscode/ +.idea/ +*.swp +*.swo +*~ .DS_Store -package-lock.json + +# Environment variables +.env +.env.local +.env.*.local + +# Logs +logs/ +*.log +*.log.* + +# Redis +dump.rdb + +# Testing +.pytest_cache/ +.coverage +htmlcov/ + +# Temporary files +*.tmp +*.temp diff --git a/QUICKSTART.md b/QUICKSTART.md deleted file mode 100644 index ae8110cb4e2caf41cf7f2efcd7528c0c2daa62b0..0000000000000000000000000000000000000000 --- a/QUICKSTART.md +++ /dev/null @@ -1,49 +0,0 @@ -# Quick Reference Guide - -## 🚀 Starting the Backend - -### First Time Setup (Windows) -```powershell -cd backend -python setup.py -venv\Scripts\activate -python main.py -``` - -### First Time Setup (macOS/Linux) -```bash -cd backend -python setup.py -source venv/bin/activate -python main.py - -or - -"uvicorn app:app --reload --host 127.0.0.1 --port 8000" -"uvicorn app:app --host 127.0.0.1 --port 8000" -``` - -### Subsequent Times -```bash -cd backend -run.bat -``` - -## 📡 API Quick Test - -### Health Check -```bash -curl http://localhost:8000/ -``` - -### Analyze a File -```bash -curl -X POST http://localhost:8000/analyze \ - -H "Content-Type: application/json" \ - -d '{"file_url": "https://example.com/video.mp4"}' -``` - -### Documentation -- **Swagger UI**: http://localhost:8000/docs -- **ReDoc**: http://localhost:8000/redoc - diff --git a/README.md b/README.md index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..ff0206d711a65bcac480f55320c8a24a8b518286 100644 --- a/README.md +++ b/README.md @@ -0,0 +1,114 @@ +# Deepfake Detection Service Backend + +### Prerequisites +- Python 3.8+ +- pip or conda + +### Installation + +1. **Navigate to the backend directory:** + ```bash + cd backend + ``` + +2. **Create a virtual environment (recommended):** + ```bash + # Using venv + python -m venv venv + + # Activate virtual environment + # On Windows: + venv\Scripts\activate + # On macOS/Linux: + source venv/bin/activate + ``` + +3. **Install dependencies:** + ```bash + pip install -r requirements.txt + ``` + +4. **Run the server:** + ```bash + python main.py + ``` + +The server will start on `http://127.0.0.1:8000` + +## 📖 API Documentation + +Once the server is running, interactive API documentation is available at: +- Swagger UI: `http://127.0.0.1:8000/docs` +- ReDoc: `http://127.0.0.1:8000/redoc` + +### Analyze File +```bash +POST /analyze +Content-Type: application/json + +{ + "file_url": "https://example.com/video.mp4", + "model": "mock" +} +``` + +**Request Parameters:** +- `file_url` (required): URL of the file to analyze +- `model` (optional): Detector model to use. Defaults to configured model + +**Response (200 OK):** +```json +{ + "is_deepfake": true, + "confidence": 0.847, + "analysis_time": 1.234, + "used_model": "mock" +} +``` + +**Error Responses:** +- `400 Bad Request`: Invalid URL, file too large, or unsupported model +- `408 Request Timeout`: File download timed out +- `500 Internal Server Error`: Server error during analysis + + +### Using curl: +```bash +curl -X POST http://localhost:8000/analyze \ + -H "Content-Type: application/json" \ + -d '{"file_url": "https://example.com/video.mp4"}' +``` + + +The API provides comprehensive error handling: + +```python +# Invalid URL +{ + "error": "Invalid URL format", + "status_code": 400, + "details": null +} + +# File too large +{ + "error": "File size exceeds maximum allowed size of 104857600 bytes", + "status_code": 400, + "details": null +} + +# Download timeout +{ + "error": "File download timed out", + "status_code": 408, + "details": null +} + +# Unsupported model +{ + "error": "Detector model 'invalid' is not supported. Available models: mock", + "status_code": 400, + "details": null +} +``` + diff --git a/backend/app/__init__.py b/app/__init__.py similarity index 100% rename from backend/app/__init__.py rename to app/__init__.py diff --git a/backend/app/api/__init__.py b/app/api/__init__.py similarity index 100% rename from backend/app/api/__init__.py rename to app/api/__init__.py diff --git a/backend/app/api/factcheck_router.py b/app/api/factcheck_router.py similarity index 100% rename from backend/app/api/factcheck_router.py rename to app/api/factcheck_router.py diff --git a/backend/app/api/routes.py b/app/api/routes.py similarity index 100% rename from backend/app/api/routes.py rename to app/api/routes.py diff --git a/backend/app/config_manager.py b/app/config_manager.py similarity index 100% rename from backend/app/config_manager.py rename to app/config_manager.py diff --git a/backend/app/core/__init__.py b/app/core/__init__.py similarity index 100% rename from backend/app/core/__init__.py rename to app/core/__init__.py diff --git a/backend/app/core/config.py b/app/core/config.py similarity index 100% rename from backend/app/core/config.py rename to app/core/config.py diff --git a/backend/app/core/limiter.py b/app/core/limiter.py similarity index 100% rename from backend/app/core/limiter.py rename to app/core/limiter.py diff --git a/backend/app/core/logging_config.py b/app/core/logging_config.py similarity index 100% rename from backend/app/core/logging_config.py rename to app/core/logging_config.py diff --git a/backend/app/models/__init__.py b/app/models/__init__.py similarity index 100% rename from backend/app/models/__init__.py rename to app/models/__init__.py diff --git a/backend/app/models/factcheck_schemas.py b/app/models/factcheck_schemas.py similarity index 100% rename from backend/app/models/factcheck_schemas.py rename to app/models/factcheck_schemas.py diff --git a/backend/app/models/schemas.py b/app/models/schemas.py similarity index 100% rename from backend/app/models/schemas.py rename to app/models/schemas.py diff --git a/backend/app/services/__init__.py b/app/services/__init__.py similarity index 100% rename from backend/app/services/__init__.py rename to app/services/__init__.py diff --git a/backend/app/services/detector/__init__.py b/app/services/detector/__init__.py similarity index 100% rename from backend/app/services/detector/__init__.py rename to app/services/detector/__init__.py diff --git a/backend/app/services/download.py b/app/services/download.py similarity index 100% rename from backend/app/services/download.py rename to app/services/download.py diff --git a/backend/app/services/factcheck_service.py b/app/services/factcheck_service.py similarity index 100% rename from backend/app/services/factcheck_service.py rename to app/services/factcheck_service.py diff --git a/backend/app/services/image_analyzer.py b/app/services/image_analyzer.py similarity index 100% rename from backend/app/services/image_analyzer.py rename to app/services/image_analyzer.py diff --git a/backend/app/services/queue.py b/app/services/queue.py similarity index 100% rename from backend/app/services/queue.py rename to app/services/queue.py diff --git a/backend/app/services/text_analyzer.py b/app/services/text_analyzer.py similarity index 100% rename from backend/app/services/text_analyzer.py rename to app/services/text_analyzer.py diff --git a/backend/app/utils/__init__.py b/app/utils/__init__.py similarity index 100% rename from backend/app/utils/__init__.py rename to app/utils/__init__.py diff --git a/backend/app/utils/exceptions.py b/app/utils/exceptions.py similarity index 100% rename from backend/app/utils/exceptions.py rename to app/utils/exceptions.py diff --git a/backend/.gitignore b/backend/.gitignore deleted file mode 100644 index 0ccc430c5c7e4199980e0aa74783ef02ab9f5c7e..0000000000000000000000000000000000000000 --- a/backend/.gitignore +++ /dev/null @@ -1,57 +0,0 @@ -# Python -__pycache__/ -*.py[cod] -*$py.class -*.so -.Python -build/ -develop-eggs/ -dist/ -downloads/ -eggs/ -.eggs/ -lib/ -lib64/ -parts/ -sdist/ -var/ -wheels/ -*.egg-info/ -.installed.cfg -*.egg - -# Virtual Environments -venv/ -ENV/ -env/ -.venv - -# IDE -.vscode/ -.idea/ -*.swp -*.swo -*~ -.DS_Store - -# Environment variables -.env -.env.local -.env.*.local - -# Logs -logs/ -*.log -*.log.* - -# Redis -dump.rdb - -# Testing -.pytest_cache/ -.coverage -htmlcov/ - -# Temporary files -*.tmp -*.temp diff --git a/backend/README.md b/backend/README.md deleted file mode 100644 index ff0206d711a65bcac480f55320c8a24a8b518286..0000000000000000000000000000000000000000 --- a/backend/README.md +++ /dev/null @@ -1,114 +0,0 @@ -# Deepfake Detection Service Backend - -### Prerequisites -- Python 3.8+ -- pip or conda - -### Installation - -1. **Navigate to the backend directory:** - ```bash - cd backend - ``` - -2. **Create a virtual environment (recommended):** - ```bash - # Using venv - python -m venv venv - - # Activate virtual environment - # On Windows: - venv\Scripts\activate - # On macOS/Linux: - source venv/bin/activate - ``` - -3. **Install dependencies:** - ```bash - pip install -r requirements.txt - ``` - -4. **Run the server:** - ```bash - python main.py - ``` - -The server will start on `http://127.0.0.1:8000` - -## 📖 API Documentation - -Once the server is running, interactive API documentation is available at: -- Swagger UI: `http://127.0.0.1:8000/docs` -- ReDoc: `http://127.0.0.1:8000/redoc` - -### Analyze File -```bash -POST /analyze -Content-Type: application/json - -{ - "file_url": "https://example.com/video.mp4", - "model": "mock" -} -``` - -**Request Parameters:** -- `file_url` (required): URL of the file to analyze -- `model` (optional): Detector model to use. Defaults to configured model - -**Response (200 OK):** -```json -{ - "is_deepfake": true, - "confidence": 0.847, - "analysis_time": 1.234, - "used_model": "mock" -} -``` - -**Error Responses:** -- `400 Bad Request`: Invalid URL, file too large, or unsupported model -- `408 Request Timeout`: File download timed out -- `500 Internal Server Error`: Server error during analysis - - -### Using curl: -```bash -curl -X POST http://localhost:8000/analyze \ - -H "Content-Type: application/json" \ - -d '{"file_url": "https://example.com/video.mp4"}' -``` - - -The API provides comprehensive error handling: - -```python -# Invalid URL -{ - "error": "Invalid URL format", - "status_code": 400, - "details": null -} - -# File too large -{ - "error": "File size exceeds maximum allowed size of 104857600 bytes", - "status_code": 400, - "details": null -} - -# Download timeout -{ - "error": "File download timed out", - "status_code": 408, - "details": null -} - -# Unsupported model -{ - "error": "Detector model 'invalid' is not supported. Available models: mock", - "status_code": 400, - "details": null -} -``` - diff --git a/backend/evaluate_images.py b/backend/evaluate_images.py deleted file mode 100644 index 01dc07cd5d6812368774b2b9ad22e2c53c442a0b..0000000000000000000000000000000000000000 --- a/backend/evaluate_images.py +++ /dev/null @@ -1,255 +0,0 @@ -import os -import sys -import random -import shutil -import socket -import requests -import threading -import pandas as pd -import matplotlib.pyplot as plt -import seaborn as sns -from functools import partial -from http.server import SimpleHTTPRequestHandler, HTTPServer -from datasets import load_dataset -from sklearn.metrics import classification_report, accuracy_score, confusion_matrix, roc_curve, auc - -# --- KONFIGURACJA --- -API_URL = "http://127.0.0.1:8000" # Adres Twojego backendu FastAPI -TEST_GUILD_ID = "eval_test_guild" # Testowa gildia -SAMPLE_SIZE = 30 # Liczba próbek na klasę (30 FAKE + 30 REAL = 60 testów) -TEMP_DIR = "temp_eval_images" # Katalog tymczasowy na zdjęcia -# --------------------- - -def setup_test_guild(): - """Wysyła żądanie konfiguracji gildii testowej na backendzie.""" - print(f"[*] Konfigurowanie testowej gildii '{TEST_GUILD_ID}' na backendzie...") - setup_payload = { - "active_text_model": "none", - "active_image_model": "Hemg/Deepfake-image", # Model do przetestowania - "log_channel_id": None, - "multi_model_workflow": False - } - try: - r = requests.post(f"{API_URL}/guilds/{TEST_GUILD_ID}/setup", json=setup_payload) - if r.status_code == 200: - print("[+] Testowa gildia skonfigurowana pomyślnie.") - else: - print(f"[-] Błąd konfiguracji gildii: {r.status_code} - {r.text}") - sys.exit(1) - except Exception as e: - print(f"[-] Brak połączenia z FastAPI pod adresem {API_URL}. Błąd: {e}") - sys.exit(1) - -def prepare_dataset(sample_size): - """Pobiera zbiór CIFAKE z Hugging Face i tworzy zbalansowany zbiór testowy.""" - print("[*] Pobieranie zbioru yanbax/CIFAKE_autotrain_compatible...") - try: - ds = load_dataset( - "yanbax/CIFAKE_autotrain_compatible", - split="train", - revision="refs/convert/parquet" - ) - except Exception as e: - print(f"[-] Nie udało się pobrać zbioru z Hugging Face: {e}") - sys.exit(1) - - # Pobieramy nazwy klas z metadanych zbioru - label_names = ds.features['label'].names - print(f"[+] Wykryte klasy w zbiorze: {label_names}") - - # Znajdujemy indeks klasy oznaczającej sztuczny obraz (fake) - fake_label_idx = next(i for i, name in enumerate(label_names) if "fake" in name.lower()) - - real_images = [] - fake_images = [] - - print("[*] Filtrowanie i przygotowywanie próbek obrazów...") - for item in ds: - if item['label'] == fake_label_idx: - fake_images.append(item['image']) - else: - real_images.append(item['image']) - - # Przerywamy zbieranie próbek, kiedy mamy ich wystarczająco dużo do losowania - if len(real_images) >= sample_size * 2 and len(fake_images) >= sample_size * 2: - break - - # Losowanie próbek - random.seed(42) - real_selected = random.sample(real_images, min(sample_size, len(real_images))) - fake_selected = random.sample(fake_images, min(sample_size, len(fake_images))) - - test_set = [] - for img in real_selected: - test_set.append({"image": img, "is_fake_ground_truth": False}) - for img in fake_selected: - test_set.append({"image": img, "is_fake_ground_truth": True}) - - random.shuffle(test_set) - return test_set - -def find_free_port(): - """Wyszukuje wolny port w systemie operacyjnym.""" - s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) - s.bind(("", 0)) - port = s.getsockname()[1] - s.close() - return port - -def run_evaluation(test_set, host, port): - """Przeprowadza testy wysyłając żądania do FastAPI.""" - raw_results = [] - total = len(test_set) - - print(f"[*] Rozpoczynanie wysyłki {total} żądań do FastAPI...") - - for i, item in enumerate(test_set): - # Generujemy lokalny URL prowadzący do naszego tymczasowego serwera HTTP - image_url = f"http://{host}:{port}/{item['local_filename']}" - - payload = { - "guild_id": TEST_GUILD_ID, - "user_id": f"eval_user_img_{i}", # Obejście limitera - "image_url": image_url, - "content_type": "image" - } - - try: - r = requests.post(f"{API_URL}/analyze", json=payload) - if r.status_code == 200: - data = r.json() - is_deepfake_pred = data["is_deepfake"] - confidence = data["confidence"] - analysis_time = data["analysis_time"] - used_model = data["used_model"] - - raw_results.append({ - "id": i, - "ground_truth": item["is_fake_ground_truth"], - "predicted": is_deepfake_pred, - "confidence": confidence, - "analysis_time": analysis_time, - "used_model": used_model, - "status": "SUCCESS" - }) - print(f"[{i+1}/{total}] OK | GT: {item['is_fake_ground_truth']} | PRED: {is_deepfake_pred} | Conf: {confidence:.2f}") - else: - print(f"[{i+1}/{total}] Błąd API ({r.status_code}): {r.text}") - raw_results.append({"id": i, "status": f"API_ERROR_{r.status_code}", "ground_truth": item["is_fake_ground_truth"]}) - except Exception as e: - print(f"[{i+1}/{total}] Błąd połączenia: {e}") - raw_results.append({"id": i, "status": "CONNECTION_ERROR", "ground_truth": item["is_fake_ground_truth"]}) - - return raw_results - -def process_and_save_results(raw_results): - """Wylicza metryki, zapisuje raporty oraz generuje wykresy.""" - df_all = pd.DataFrame(raw_results) - df_all.to_csv("image_evaluation_raw_results.csv", index=False, encoding="utf-8") - print("[+] Zapisano surowe wyniki do: image_evaluation_raw_results.csv") - - df_success = df_all[df_all["status"] == "SUCCESS"].copy() - if df_success.empty: - print("[-] Brak pomyślnych wyników analizy. Wykresy i raporty nie zostaną wygenerowane.") - return - - y_true = df_success["ground_truth"].astype(bool).tolist() - y_pred = df_success["predicted"].astype(bool).tolist() - - y_prob_fake = [] - for _, row in df_success.iterrows(): - conf = row["confidence"] - pred = row["predicted"] - y_prob_fake.append(conf if pred else 1.0 - conf) - - acc = accuracy_score(y_true, y_pred) - report = classification_report(y_true, y_pred, target_names=["REAL_IMAGE", "AI_GENERATED"]) - avg_time = df_success["analysis_time"].mean() - - report_filename = "image_evaluation_summary_report.txt" - with open(report_filename, "w", encoding="utf-8") as f: - f.write("==================================================\n") - f.write(" RAPORT JAKOŚCI DETEKCJI OBRAZÓW (DEEPFAKE) \n") - f.write("==================================================\n") - f.write(f"Zanalizowano pomyślnie próbki: {len(df_success)} / {len(df_all)}\n") - f.write(f"Ogólna dokładność (Accuracy): {acc:.2%}\n") - f.write(f"Średni czas analizy: {avg_time:.3f} sekundy\n\n") - f.write("Szczegółowe metryki klasyfikacji:\n") - f.write(report) - f.write("==================================================\n") - print(f"[+] Zapisano tekstowy raport końcowy do: {report_filename}") - - print("\n" + "="*50 + "\n" + f"DOKŁADNOŚĆ SYSTEMU (OBRAZY): {acc:.2%}" + "\n" + "="*50) - print(report) - - # Wykres: Confusion Matrix - cm = confusion_matrix(y_true, y_pred) - plt.figure(figsize=(6, 5)) - sns.heatmap( - cm, annot=True, fmt="d", cmap="Oranges", - xticklabels=["REAL_IMAGE", "AI_GENERATED"], - yticklabels=["REAL_IMAGE", "AI_GENERATED"] - ) - plt.title("Macierz Pomyłek (Image Confusion Matrix)") - plt.ylabel("Wartość Rzeczywista") - plt.xlabel("Wartość Przewidziana") - plt.tight_layout() - plt.savefig("image_confusion_matrix.png") - print("[+] Wygenerowano wykres: image_confusion_matrix.png") - plt.close() - - # Wykres: Krzywa ROC - fpr, tpr, _ = roc_curve(y_true, y_prob_fake) - roc_auc = auc(fpr, tpr) - - plt.figure(figsize=(6, 5)) - plt.plot(fpr, tpr, color="orangered", lw=2, label=f"Krzywa ROC (AUC = {roc_auc:.2f})") - plt.plot([0, 1], [0, 1], color="navy", lw=2, linestyle="--") - plt.xlim([0.0, 1.0]) - plt.ylim([0.0, 1.05]) - plt.xlabel("False Positive Rate (1 - Specyficzność)") - plt.ylabel("True Positive Rate (Czułość)") - plt.title("Krzywa ROC (Detekcja Obrazu)") - plt.legend(loc="lower right") - plt.tight_layout() - plt.savefig("image_roc_curve.png") - print("[+] Wygenerowano wykres: image_roc_curve.png") - plt.close() - -if __name__ == "__main__": - setup_test_guild() - test_set = prepare_dataset(SAMPLE_SIZE) - - # Przygotowujemy tymczasowy folder i zapisujemy do niego obrazy - if os.path.exists(TEMP_DIR): - shutil.rmtree(TEMP_DIR) - os.makedirs(TEMP_DIR, exist_ok=True) - - print("[*] Zapisywanie obrazów do katalogu tymczasowego...") - for idx, item in enumerate(test_set): - filename = f"img_{idx}.jpg" - item["image"].save(os.path.join(TEMP_DIR, filename)) - item["local_filename"] = filename - - # Uruchamiamy lokalny serwer HTTP w tle na losowym wolnym porcie - host = "127.0.0.1" - port = find_free_port() - handler_factory = partial(SimpleHTTPRequestHandler, directory=TEMP_DIR) - server = HTTPServer((host, port), handler_factory) - - server_thread = threading.Thread(target=server.serve_forever) - server_thread.daemon = True - server_thread.start() - print(f"[+] Uruchomiono asynchroniczny lokalny serwer HTTP na http://{host}:{port}/") - - # Wykonujemy testy - raw_results = run_evaluation(test_set, host, port) - - # Wyłączamy serwer i sprzątamy folder - print("[*] Zatrzymywanie lokalnego serwera i czyszczenie plików tymczasowych...") - server.shutdown() - server.server_close() - shutil.rmtree(TEMP_DIR) - - # Analizujemy i zapisujemy wyniki - process_and_save_results(raw_results) \ No newline at end of file diff --git a/backend/evaluate_model.py b/backend/evaluate_model.py deleted file mode 100644 index 20c44621e8f0db6e55921b479356cf729fe21802..0000000000000000000000000000000000000000 --- a/backend/evaluate_model.py +++ /dev/null @@ -1,208 +0,0 @@ -import sys -import random -import requests -import pandas as pd -import matplotlib.pyplot as plt -import seaborn as sns -from datasets import load_dataset -from sklearn.metrics import classification_report, accuracy_score, confusion_matrix, roc_curve, auc - -# --- KONFIGURACJA --- -API_URL = "http://127.0.0.1:8000" # Adres Twojego backendu FastAPI -TEST_GUILD_ID = "eval_test_guild" # Testowa gildia -SAMPLE_SIZE = 250 # Liczba próbek na klasę (50 FAKE i 50 REAL = 100 testów) -# --------------------- - -def setup_test_guild(): - """Wysyła żądanie konfiguracji gildii testowej, aby zapobiec SetupRequiredError.""" - print(f"[*] Konfigurowanie testowej gildii '{TEST_GUILD_ID}' na backendzie...") - setup_payload = { - "active_text_model": "bibbbu/multilingual-ai-human-detector_xlm-roberta-base", # Model, który chcemy przetestować - "active_image_model": "none", - "log_channel_id": None, - "multi_model_workflow": False - } - try: - r = requests.post(f"{API_URL}/guilds/{TEST_GUILD_ID}/setup", json=setup_payload) - if r.status_code == 200: - print("[+] Testowa gildia skonfigurowana pomyślnie.") - else: - print(f"[-] Błąd konfiguracji gildii: {r.status_code} - {r.text}") - sys.exit(1) - except Exception as e: - print(f"[-] Brak połączenia z FastAPI pod adresem {API_URL}. Upewnij się, że serwer działa. Błąd: {e}") - sys.exit(1) - -def prepare_dataset(sample_size): - """Pobiera zbiór HC3 z Hugging Face i tworzy zbalansowany zbiór testowy.""" - print("[*] Pobieranie zbioru Hello-SimpleAI/HC3 z Hugging Face...") - try: - # Pobieranie bezpiecznej wersji Parquet - ds = load_dataset( - "Hello-SimpleAI/HC3", - "default", - revision="refs/convert/parquet", - split="train" - ) - except Exception as e: - print(f"[-] Nie udało się pobrać zbioru z Hugging Face: {e}") - sys.exit(1) - - human_texts = [] - ai_texts = [] - - print("[*] Filtrowanie i przygotowywanie próbek tekstowych...") - for item in ds: - # human_answers i chatgpt_answers są listami stringów - for ans in item.get("human_answers", []): - # Filtrujemy teksty: min 50 znaków (wymóg FastAPI), maks 1000 znaków dla szybkości - if 50 <= len(ans) <= 1000: - human_texts.append(ans) - for ans in item.get("chatgpt_answers", []): - if 50 <= len(ans) <= 1000: - ai_texts.append(ans) - - # Losowanie zbalansowanej próbki z ziarnem losowości (powtarzalność testu) - random.seed(42) - human_selected = random.sample(human_texts, min(sample_size, len(human_texts))) - ai_selected = random.sample(ai_texts, min(sample_size, len(ai_texts))) - - test_set = [] - for text in human_selected: - test_set.append({"text": text, "is_fake_ground_truth": False}) - for text in ai_selected: - test_set.append({"text": text, "is_fake_ground_truth": True}) - - random.shuffle(test_set) - - return test_set # <-- TA LINIA MUSI BYĆ NA KOŃCU FUNKCJI - -def run_evaluation(test_set): - """Przeprowadza testy wysyłając zapytania do endpointu FastAPI.""" - raw_results = [] - total = len(test_set) - - print(f"[*] Rozpoczynanie wysyłki {total} żądań do FastAPI...") - - for i, item in enumerate(test_set): - payload = { - "guild_id": TEST_GUILD_ID, - "user_id": f"eval_user_{i}", # Obejście limitera (unikalny użytkownik na zapytanie) - "text": item["text"], - "content_type": "text" - } - - try: - r = requests.post(f"{API_URL}/analyze", json=payload) - if r.status_code == 200: - data = r.json() - is_deepfake_pred = data["is_deepfake"] - confidence = data["confidence"] - analysis_time = data["analysis_time"] - used_model = data["used_model"] - - raw_results.append({ - "id": i, - "text_snippet": item["text"][:60].replace("\n", " ") + "...", - "ground_truth": item["is_fake_ground_truth"], - "predicted": is_deepfake_pred, - "confidence": confidence, - "analysis_time": analysis_time, - "used_model": used_model, - "status": "SUCCESS" - }) - print(f"[{i+1}/{total}] OK | GT: {item['is_fake_ground_truth']} | PRED: {is_deepfake_pred} | Conf: {confidence:.2f}") - else: - print(f"[{i+1}/{total}] Błąd API ({r.status_code}): {r.text}") - raw_results.append({"id": i, "status": f"API_ERROR_{r.status_code}", "ground_truth": item["is_fake_ground_truth"]}) - except Exception as e: - print(f"[{i+1}/{total}] Błąd połączenia: {e}") - raw_results.append({"id": i, "status": "CONNECTION_ERROR", "ground_truth": item["is_fake_ground_truth"]}) - - return raw_results - -def process_and_save_results(raw_results): - """Wylicza metryki, zapisuje raporty oraz generuje wykresy.""" - df_all = pd.DataFrame(raw_results) - df_all.to_csv("evaluation_raw_results.csv", index=False, encoding="utf-8") - print("[+] Zapisano surowe wyniki do: evaluation_raw_results.csv") - - # Filtrujemy tylko pomyślne wykonania do wyliczenia statystyk - df_success = df_all[df_all["status"] == "SUCCESS"].copy() - if df_success.empty: - print("[-] Brak pomyślnych wyników analizy. Wykresy i raporty nie zostaną wygenerowane.") - return - - y_true = df_success["ground_truth"].astype(bool).tolist() - y_pred = df_success["predicted"].astype(bool).tolist() - - # Obliczamy ciągłe prawdopodobieństwo przynależności do klasy FAKE (potrzebne do krzywej ROC) - # Jeśli model przewidział FAKE (True): prawdopodobieństwo FAKE to 'confidence' - # Jeśli model przewidział REAL (False): prawdopodobieństwo FAKE to '1.0 - confidence' - y_prob_fake = [] - for _, row in df_success.iterrows(): - conf = row["confidence"] - pred = row["predicted"] - y_prob_fake.append(conf if pred else 1.0 - conf) - - acc = accuracy_score(y_true, y_pred) - report = classification_report(y_true, y_pred, target_names=["REAL (Human)", "FAKE (AI)"]) - avg_time = df_success["analysis_time"].mean() - - # 1. Zapisywanie raportu tekstowego - report_filename = "evaluation_summary_report.txt" - with open(report_filename, "w", encoding="utf-8") as f: - f.write("==================================================\n") - f.write(" RAPORT JAKOŚCI USŁUGI DETEKCJI TEKSTU \n") - f.write("==================================================\n") - f.write(f"Zanalizowano pomyślnie próbki: {len(df_success)} / {len(df_all)}\n") - f.write(f"Ogólna dokładność (Accuracy): {acc:.2%}\n") - f.write(f"Średni czas analizy: {avg_time:.3f} sekundy\n\n") - f.write("Szczegółowe metryki klasyfikacji:\n") - f.write(report) - f.write("==================================================\n") - print(f"[+] Zapisano tekstowy raport końcowy do: {report_filename}") - - # Wyświetlenie raportu w konsoli - print("\n" + "="*50 + "\n" + f"DOKŁADNOŚĆ SYSTEMU: {acc:.2%}" + "\n" + "="*50) - print(report) - - # 2. Wykres: Macierz Pomyłek (Confusion Matrix) - cm = confusion_matrix(y_true, y_pred) - plt.figure(figsize=(6, 5)) - sns.heatmap( - cm, annot=True, fmt="d", cmap="Blues", - xticklabels=["REAL (Human)", "FAKE (AI)"], - yticklabels=["REAL (Human)", "FAKE (AI)"] - ) - plt.title("Macierz Pomyłek (Confusion Matrix)") - plt.ylabel("Wartość Rzeczywista") - plt.xlabel("Wartość Przewidziana") - plt.tight_layout() - plt.savefig("confusion_matrix.png") - print("[+] Wygenerowano wykres: confusion_matrix.png") - plt.close() - - # 3. Wykres: Krzywa ROC - fpr, tpr, _ = roc_curve(y_true, y_prob_fake) - roc_auc = auc(fpr, tpr) - - plt.figure(figsize=(6, 5)) - plt.plot(fpr, tpr, color="darkorange", lw=2, label=f"Krzywa ROC (AUC = {roc_auc:.2f})") - plt.plot([0, 1], [0, 1], color="navy", lw=2, linestyle="--") - plt.xlim([0.0, 1.0]) - plt.ylim([0.0, 1.05]) - plt.xlabel("False Positive Rate (1 - Specyficzność)") - plt.ylabel("True Positive Rate (Czułość / Recall)") - plt.title("Krzywa ROC (Receiver Operating Characteristic)") - plt.legend(loc="lower right") - plt.tight_layout() - plt.savefig("roc_curve.png") - print("[+] Wygenerowano wykres: roc_curve.png") - plt.close() - -if __name__ == "__main__": - setup_test_guild() - test_set = prepare_dataset(SAMPLE_SIZE) - raw_results = run_evaluation(test_set) - process_and_save_results(raw_results) \ No newline at end of file diff --git a/backend/evaluation_raw_results-almanach/confusion_matrix.png b/backend/evaluation_raw_results-almanach/confusion_matrix.png deleted file mode 100644 index ed91d6cadf8a1b61198dd8e263a8e2ba05fdb406..0000000000000000000000000000000000000000 Binary files a/backend/evaluation_raw_results-almanach/confusion_matrix.png and /dev/null differ diff --git a/backend/evaluation_raw_results-almanach/evaluation_summary_report.txt b/backend/evaluation_raw_results-almanach/evaluation_summary_report.txt deleted file mode 100644 index ee312b4e7dd26a9314e733312fc983d06546f922..0000000000000000000000000000000000000000 --- a/backend/evaluation_raw_results-almanach/evaluation_summary_report.txt +++ /dev/null @@ -1,17 +0,0 @@ -================================================== - RAPORT JAKOŚCI USŁUGI DETEKCJI TEKSTU -================================================== -Zanalizowano pomyślnie próbki: 498 / 500 -Ogólna dokładność (Accuracy): 99.60% -Średni czas analizy: 0.315 sekundy - -Szczegółowe metryki klasyfikacji: - precision recall f1-score support - -REAL (Human) 1.00 0.99 1.00 249 - FAKE (AI) 0.99 1.00 1.00 249 - - accuracy 1.00 498 - macro avg 1.00 1.00 1.00 498 -weighted avg 1.00 1.00 1.00 498 -================================================== diff --git a/backend/evaluation_raw_results-almanach/roc_curve.png b/backend/evaluation_raw_results-almanach/roc_curve.png deleted file mode 100644 index c10cb587da52a4dcf2ca65404b0c8bf381f93b0f..0000000000000000000000000000000000000000 Binary files a/backend/evaluation_raw_results-almanach/roc_curve.png and /dev/null differ diff --git a/backend/evaluation_raw_results-almanach/xlmr-chatgptdetect-noisy.csv b/backend/evaluation_raw_results-almanach/xlmr-chatgptdetect-noisy.csv deleted file mode 100644 index 635d5aa05de7173bb0e0a94a7149b69d845763a0..0000000000000000000000000000000000000000 --- a/backend/evaluation_raw_results-almanach/xlmr-chatgptdetect-noisy.csv +++ /dev/null @@ -1,501 +0,0 @@ -id,status,ground_truth,text_snippet,predicted,confidence,analysis_time,used_model -0,API_ERROR_500,True,,,,, -1,CONNECTION_ERROR,False,,,,, -2,SUCCESS,False,only one key on me keyboard be workin ' proper with caps loc...,False,1.0,77.022,almanach/xlmr-chatgptdetect-noisy -3,SUCCESS,False,But the ball is also rotating with the earth . And so are yo...,False,1.0,0.103,almanach/xlmr-chatgptdetect-noisy -4,SUCCESS,True,There are currently seven professional hockey teams in Canad...,True,1.0,0.194,almanach/xlmr-chatgptdetect-noisy -5,SUCCESS,True,Oxford University Press (OUP) is a department of the Univers...,True,1.0,0.213,almanach/xlmr-chatgptdetect-noisy -6,SUCCESS,False,Gregory I. Piatetsky-Shapiro (born 7 April 1958) is a data s...,False,1.0,0.141,almanach/xlmr-chatgptdetect-noisy -7,SUCCESS,False,Kanji (; ) are the adopted logographic Chinese characters ( ...,False,1.0,0.122,almanach/xlmr-chatgptdetect-noisy -8,SUCCESS,True,Chemotherapy is a type of treatment that uses powerful medic...,True,1.0,0.21,almanach/xlmr-chatgptdetect-noisy -9,SUCCESS,True,When you sneeze or experience some other kind of strong phys...,True,1.0,0.213,almanach/xlmr-chatgptdetect-noisy -10,SUCCESS,True,"If humanity started out with only two people, it's possible ...",True,1.0,0.244,almanach/xlmr-chatgptdetect-noisy -11,SUCCESS,True,The BBC Model B is a computer that was made by the British c...,True,1.0,0.236,almanach/xlmr-chatgptdetect-noisy -12,SUCCESS,True,A web browser is a piece of software that you use to access ...,True,1.0,0.262,almanach/xlmr-chatgptdetect-noisy -13,SUCCESS,False,"It started as a travel guide for motorists , which makes sen...",False,1.0,0.203,almanach/xlmr-chatgptdetect-noisy -14,SUCCESS,True,Sure! I'd be happy to help explain the difference between bi...,True,1.0,0.294,almanach/xlmr-chatgptdetect-noisy -15,SUCCESS,False,No. The intro rate is a gambit by the bank - they accept los...,False,1.0,0.147,almanach/xlmr-chatgptdetect-noisy -16,SUCCESS,False,The Freedom of Religion clause says this : > Congress shall ...,False,1.0,0.139,almanach/xlmr-chatgptdetect-noisy -17,SUCCESS,False,'Cause the right side of your body has a fricken body lying ...,False,1.0,0.106,almanach/xlmr-chatgptdetect-noisy -18,SUCCESS,True,It is generally not advisable to withdraw funds from a retir...,True,1.0,0.241,almanach/xlmr-chatgptdetect-noisy -19,SUCCESS,True,I'm sorry to hear about the health issues that some Ground Z...,True,1.0,0.188,almanach/xlmr-chatgptdetect-noisy -20,SUCCESS,True,If you need to amend your tax return to correctly report gai...,True,1.0,0.233,almanach/xlmr-chatgptdetect-noisy -21,SUCCESS,False,No NFL team wants to come off as that asshole team who sues ...,False,1.0,0.1,almanach/xlmr-chatgptdetect-noisy -22,SUCCESS,False,The money you give allows the bank to give it to other peopl...,False,1.0,0.14,almanach/xlmr-chatgptdetect-noisy -23,SUCCESS,True,Administrative Professionals' Day (also known as Administrat...,True,1.0,0.172,almanach/xlmr-chatgptdetect-noisy -24,SUCCESS,True,Curt Schilling is a former Major League Baseball (MLB) playe...,True,1.0,0.169,almanach/xlmr-chatgptdetect-noisy -25,SUCCESS,False,"Ultimately , there are only going to be a few ' links ' betw...",False,1.0,0.209,almanach/xlmr-chatgptdetect-noisy -26,SUCCESS,False,So its only a matter of relative blood supply as opposed to ...,False,1.0,0.075,almanach/xlmr-chatgptdetect-noisy -27,SUCCESS,True,"I'm sorry, but you haven't provided me with enough informati...",True,1.0,0.088,almanach/xlmr-chatgptdetect-noisy -28,SUCCESS,False,Shi'ites think that leadership in Islam should be hereditary...,False,1.0,0.201,almanach/xlmr-chatgptdetect-noisy -29,SUCCESS,False,It is impossible to produce random numbers by using an algor...,False,1.0,0.275,almanach/xlmr-chatgptdetect-noisy -30,SUCCESS,False,"The current actually does the damage , but it 's the high vo...",False,1.0,0.138,almanach/xlmr-chatgptdetect-noisy -31,SUCCESS,True,Posting a video of someone else without their permission can...,True,1.0,0.209,almanach/xlmr-chatgptdetect-noisy -32,SUCCESS,False,"A doctor said it once , so celebs jumped on board and made a...",False,1.0,0.107,almanach/xlmr-chatgptdetect-noisy -33,SUCCESS,True,Wind is caused by the movement of air. Air is made up of tin...,True,1.0,0.278,almanach/xlmr-chatgptdetect-noisy -34,SUCCESS,True,"Internet Explorer 9 (IE9) was released on March 14, 2011. It...",True,1.0,0.17,almanach/xlmr-chatgptdetect-noisy -35,SUCCESS,False,I think op actually wants to KNOW the science behind the hea...,False,1.0,0.1,almanach/xlmr-chatgptdetect-noisy -36,SUCCESS,False,The Dalai Lama is tibeten . Tibet is controlled by China and...,False,1.0,0.213,almanach/xlmr-chatgptdetect-noisy -37,SUCCESS,True,I'm sorry to hear about the attacks on vaccine teams. The Ta...,True,1.0,0.216,almanach/xlmr-chatgptdetect-noisy -38,SUCCESS,True,Martin Luther King Jr. Day is a federal holiday in the Unite...,True,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -39,SUCCESS,True,\nA railgun is a type of cannon that uses electricity to acc...,True,1.0,0.247,almanach/xlmr-chatgptdetect-noisy -40,SUCCESS,True,Hatches and SUVs often have rear windshield wipers because t...,True,1.0,0.247,almanach/xlmr-chatgptdetect-noisy -41,SUCCESS,True,"PCI stands for Peripheral Component Interconnect, and it is ...",True,1.0,0.275,almanach/xlmr-chatgptdetect-noisy -42,SUCCESS,True,Canned air duster is a product that is used to blow dust and...,True,1.0,0.255,almanach/xlmr-chatgptdetect-noisy -43,SUCCESS,False,"The dry air can promote a response from your body , similar ...",False,1.0,0.07,almanach/xlmr-chatgptdetect-noisy -44,SUCCESS,False,"The menstrual cycle is run by hormones , little messengers e...",False,1.0,0.275,almanach/xlmr-chatgptdetect-noisy -45,SUCCESS,False,the short version is that a burn sucks because your body now...,False,1.0,0.18,almanach/xlmr-chatgptdetect-noisy -46,SUCCESS,True,"Disulfide bonds, also known as disulfide bridges, are covale...",True,1.0,0.241,almanach/xlmr-chatgptdetect-noisy -47,SUCCESS,False,"In the first 3 days , the body is still using energy from gl...",False,1.0,0.168,almanach/xlmr-chatgptdetect-noisy -48,SUCCESS,True,A lighter doesn't explode when it's lit because the flame fr...,True,1.0,0.171,almanach/xlmr-chatgptdetect-noisy -49,SUCCESS,False,It 's very nice to be able to separate what goes into our st...,False,1.0,0.125,almanach/xlmr-chatgptdetect-noisy -50,SUCCESS,False,"Defamation is very technical , its not just "" saying stuff t...",False,1.0,0.134,almanach/xlmr-chatgptdetect-noisy -51,SUCCESS,False,There 's a muscle right under your lungs . You use that musc...,False,1.0,0.174,almanach/xlmr-chatgptdetect-noisy -52,SUCCESS,False,"Look into the definition of ""primary residence"" for your jur...",False,1.0,0.098,almanach/xlmr-chatgptdetect-noisy -53,SUCCESS,True,It is generally not recommended to watch a microwave while i...,True,1.0,0.226,almanach/xlmr-chatgptdetect-noisy -54,SUCCESS,False,Homing pigeons only know how to fly back home . If you want ...,False,1.0,0.137,almanach/xlmr-chatgptdetect-noisy -55,SUCCESS,False,Yup so pretty much as said before it would affect the Coriol...,False,1.0,0.167,almanach/xlmr-chatgptdetect-noisy -56,SUCCESS,True,"In movies and TV shows, filmmakers use a technique called ""a...",True,1.0,0.176,almanach/xlmr-chatgptdetect-noisy -57,SUCCESS,True,"Sure, I'd be happy to help clarify some stock terminology fo...",True,1.0,0.074,almanach/xlmr-chatgptdetect-noisy -58,SUCCESS,False,"That 's kind of like asking , "" Why are there capascin recep...",False,1.0,0.183,almanach/xlmr-chatgptdetect-noisy -59,SUCCESS,False,"Saliva flows and is replaced in your mouth when you move , s...",False,1.0,0.123,almanach/xlmr-chatgptdetect-noisy -60,SUCCESS,True,A turbocharger is a device that helps a car's engine produce...,True,1.0,0.224,almanach/xlmr-chatgptdetect-noisy -61,SUCCESS,False,"They hire temporary staff , just like all other companies th...",False,1.0,0.075,almanach/xlmr-chatgptdetect-noisy -62,SUCCESS,False,The WWW is a service that runs on the Internet . There are m...,False,1.0,0.163,almanach/xlmr-chatgptdetect-noisy -63,SUCCESS,False,Let 's play a game . You and your friend want to hang out to...,False,1.0,0.304,almanach/xlmr-chatgptdetect-noisy -64,SUCCESS,True,"Yes, fish do drink water! Fish are living creatures just lik...",True,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -65,SUCCESS,True,Burgundy is a dark red color. It is often described as a dee...,True,1.0,0.15,almanach/xlmr-chatgptdetect-noisy -66,SUCCESS,False,It 's to prevent fraud . You can almost trick any system to ...,False,1.0,0.075,almanach/xlmr-chatgptdetect-noisy -67,SUCCESS,False,They did n't require the dental hygiene we do because their ...,False,1.0,0.113,almanach/xlmr-chatgptdetect-noisy -68,SUCCESS,False,Lets say you take an orange and squeeze it . You have yourse...,False,1.0,0.302,almanach/xlmr-chatgptdetect-noisy -69,SUCCESS,True,A bond is a debt security that represents a loan made by an ...,True,1.0,0.256,almanach/xlmr-chatgptdetect-noisy -70,SUCCESS,False,Cricket ! ? No one in the world understands cricket ! You ha...,False,1.0,0.076,almanach/xlmr-chatgptdetect-noisy -71,SUCCESS,True,Frank Sinatra was a highly successful and influential singer...,True,1.0,0.14,almanach/xlmr-chatgptdetect-noisy -72,SUCCESS,True,!network errorThere was an error generating a response...,True,1.0,0.063,almanach/xlmr-chatgptdetect-noisy -73,SUCCESS,True,"Self-destructive behavior, also called self-harm, is when so...",True,1.0,0.221,almanach/xlmr-chatgptdetect-noisy -74,SUCCESS,True,Soap is made up of molecules that have two ends. One end of ...,True,1.0,0.213,almanach/xlmr-chatgptdetect-noisy -75,SUCCESS,False,I would guess that it 's because they set their thermostat t...,False,1.0,0.101,almanach/xlmr-chatgptdetect-noisy -76,SUCCESS,True,"I'm sorry, but I am not able to provide information about cu...",True,1.0,0.246,almanach/xlmr-chatgptdetect-noisy -77,SUCCESS,True,There are a few reasons why some people might think that pol...,True,1.0,0.19,almanach/xlmr-chatgptdetect-noisy -78,SUCCESS,True,There are a few reasons why people might prefer cooking on a...,True,1.0,0.227,almanach/xlmr-chatgptdetect-noisy -79,SUCCESS,True,"When you eat food, your body digests it in your stomach and ...",True,1.0,0.282,almanach/xlmr-chatgptdetect-noisy -80,SUCCESS,True,Counting to four in music is a way of keeping track of the b...,True,1.0,0.255,almanach/xlmr-chatgptdetect-noisy -81,SUCCESS,True,It is technically possible for individuals to engage in high...,True,1.0,0.229,almanach/xlmr-chatgptdetect-noisy -82,SUCCESS,True,Ho Chi Minh was a Vietnamese communist revolutionary leader ...,True,1.0,0.246,almanach/xlmr-chatgptdetect-noisy -83,SUCCESS,True,"Cats are naturally curious animals, and they often like to e...",True,1.0,0.229,almanach/xlmr-chatgptdetect-noisy -84,SUCCESS,True,"Auburndale is a city in Polk County, Florida, United States....",True,1.0,0.134,almanach/xlmr-chatgptdetect-noisy -85,SUCCESS,False,It all can be to the best of my knowledge since alcohol kill...,False,1.0,0.093,almanach/xlmr-chatgptdetect-noisy -86,SUCCESS,False,Cheap housing in the US has all their AC visible ....,False,1.0,0.064,almanach/xlmr-chatgptdetect-noisy -87,SUCCESS,False,I happen to be gay . I support politicians who believe I des...,False,1.0,0.12,almanach/xlmr-chatgptdetect-noisy -88,SUCCESS,True,A single shot of espresso typically contains about 30-50 mil...,True,1.0,0.234,almanach/xlmr-chatgptdetect-noisy -89,SUCCESS,True,There are many reasons why people might move from one region...,True,1.0,0.216,almanach/xlmr-chatgptdetect-noisy -90,SUCCESS,False,Radiolab had an episode about precisely this question : URL_...,False,1.0,0.134,almanach/xlmr-chatgptdetect-noisy -91,SUCCESS,False,Imagine it this way : you 've been watching two slugs trying...,False,1.0,0.209,almanach/xlmr-chatgptdetect-noisy -92,SUCCESS,False,"No, the expense ratio would be something you wouldn't be cha...",False,1.0,0.16,almanach/xlmr-chatgptdetect-noisy -93,SUCCESS,True,A zero-tolerance policy is a rule that says that certain act...,True,1.0,0.16,almanach/xlmr-chatgptdetect-noisy -94,SUCCESS,False,The same way we could buy and sell produce between us after ...,False,1.0,0.065,almanach/xlmr-chatgptdetect-noisy -95,SUCCESS,False,[ Long version of what is a hedge fund ] ( URL_0 ) Short ver...,False,1.0,0.252,almanach/xlmr-chatgptdetect-noisy -96,SUCCESS,True,"If you saw yourself while time traveling, it could potential...",True,1.0,0.229,almanach/xlmr-chatgptdetect-noisy -97,SUCCESS,False,Having a system based around the number 60 makes for easy di...,False,1.0,0.089,almanach/xlmr-chatgptdetect-noisy -98,SUCCESS,True,"I'm sorry, but I am an AI language model and am not able to ...",True,1.0,0.189,almanach/xlmr-chatgptdetect-noisy -99,SUCCESS,False,Find a lawyer or law firm who wants to represent you and tal...,True,0.972,0.067,almanach/xlmr-chatgptdetect-noisy -100,SUCCESS,False,"It eliminates the need for a mechanical transmission , which...",False,1.0,0.111,almanach/xlmr-chatgptdetect-noisy -101,SUCCESS,False,"To be fair , English speakers drop Spanish words into their ...",False,1.0,0.155,almanach/xlmr-chatgptdetect-noisy -102,SUCCESS,True,Pimples are caused by a buildup of oil and dead skin cells i...,True,1.0,0.185,almanach/xlmr-chatgptdetect-noisy -103,SUCCESS,True,"I'm sorry, but I'm not able to provide information about the...",True,1.0,0.246,almanach/xlmr-chatgptdetect-noisy -104,SUCCESS,False,The ETF price quoted on the stock exchange is in principle n...,False,1.0,0.136,almanach/xlmr-chatgptdetect-noisy -105,SUCCESS,True,"I'm sorry, but I don't have any information about a subreddi...",True,1.0,0.117,almanach/xlmr-chatgptdetect-noisy -106,SUCCESS,True,Procrastination is when we put off doing something that we k...,True,1.0,0.232,almanach/xlmr-chatgptdetect-noisy -107,SUCCESS,True,Grover's algorithm is a quantum algorithm that can search th...,True,1.0,0.232,almanach/xlmr-chatgptdetect-noisy -108,SUCCESS,True,Mark Zuckerberg is the CEO of Facebook. He co-founded the so...,True,1.0,0.12,almanach/xlmr-chatgptdetect-noisy -109,SUCCESS,True,It's not necessarily a crime for a news organization to inte...,True,1.0,0.175,almanach/xlmr-chatgptdetect-noisy -110,SUCCESS,False,It is a terrible book to read if your desire it to learn abo...,False,1.0,0.077,almanach/xlmr-chatgptdetect-noisy -111,SUCCESS,True,"When you feel the wind, you are actually feeling the movemen...",True,1.0,0.178,almanach/xlmr-chatgptdetect-noisy -112,SUCCESS,False,DirectX is a collection of multimedia APIs for programmers ....,False,1.0,0.186,almanach/xlmr-chatgptdetect-noisy -113,SUCCESS,True,"I'm sorry, but I don't have any information about a current ...",True,1.0,0.218,almanach/xlmr-chatgptdetect-noisy -114,SUCCESS,False,They are used to add a word that the author have added that ...,False,1.0,0.138,almanach/xlmr-chatgptdetect-noisy -115,SUCCESS,True,Traceroute (also known as tracert on Windows systems) is a t...,True,1.0,0.247,almanach/xlmr-chatgptdetect-noisy -116,SUCCESS,True,chat.openai.comChecking if the site connection is securechat...,True,1.0,0.12,almanach/xlmr-chatgptdetect-noisy -117,SUCCESS,True,"I'm sorry, but I am not able to access information about spe...",True,1.0,0.104,almanach/xlmr-chatgptdetect-noisy -118,SUCCESS,False,You could try giving this a try : URL_0 From what I can gath...,False,1.0,0.165,almanach/xlmr-chatgptdetect-noisy -119,SUCCESS,False,Scientists and good wannabee scientists hate it because it '...,False,1.0,0.217,almanach/xlmr-chatgptdetect-noisy -120,SUCCESS,True,You are not obligated to file your taxes with HR Block or an...,True,1.0,0.153,almanach/xlmr-chatgptdetect-noisy -121,SUCCESS,False,"He wears a metal suit , and causes magnetic fields to attrac...",False,1.0,0.111,almanach/xlmr-chatgptdetect-noisy -122,SUCCESS,False,"Shem ( ; Sēm; Arabic : Sām; Ge'ez : ሴም, Sēm; ""renown; prospe...",False,1.0,0.131,almanach/xlmr-chatgptdetect-noisy -123,SUCCESS,True,Men and women have different chess tournaments because chess...,True,1.0,0.192,almanach/xlmr-chatgptdetect-noisy -124,SUCCESS,True,Photographs can sometimes look different from what we see in...,True,1.0,0.252,almanach/xlmr-chatgptdetect-noisy -125,SUCCESS,False,Hi!welcome to healthcaremagic.com.Since you are not able to ...,False,1.0,0.158,almanach/xlmr-chatgptdetect-noisy -126,SUCCESS,True,"Water conservation is about using water efficiently, which m...",True,1.0,0.283,almanach/xlmr-chatgptdetect-noisy -127,SUCCESS,True,"In 2017, a passenger named Dr. David Dao was violently remov...",True,1.0,0.263,almanach/xlmr-chatgptdetect-noisy -128,SUCCESS,False,I 'm not sure people think in any language at all . It 's al...,False,1.0,0.184,almanach/xlmr-chatgptdetect-noisy -129,SUCCESS,False,Computer programmers write the error message into their soft...,False,1.0,0.185,almanach/xlmr-chatgptdetect-noisy -130,SUCCESS,True,"In the past, some actors and actresses in black and white mo...",True,1.0,0.169,almanach/xlmr-chatgptdetect-noisy -131,SUCCESS,True,"No, the baby will not look exactly like either of the twins ...",True,1.0,0.167,almanach/xlmr-chatgptdetect-noisy -132,SUCCESS,False,Some parts of the Earth 's surface are hotter than others . ...,False,1.0,0.207,almanach/xlmr-chatgptdetect-noisy -133,SUCCESS,True,It is generally not necessary to write the date on the back ...,True,1.0,0.362,almanach/xlmr-chatgptdetect-noisy -134,SUCCESS,False,They started out as a way to keep hair from getting into foo...,False,1.0,0.126,almanach/xlmr-chatgptdetect-noisy -135,SUCCESS,True,Unicorns are mythical creatures that have been depicted in s...,True,1.0,0.298,almanach/xlmr-chatgptdetect-noisy -136,SUCCESS,True,Wireless keyboards and mice use different types of technolog...,True,1.0,0.306,almanach/xlmr-chatgptdetect-noisy -137,SUCCESS,True,r/circlejerk is a subreddit where people post jokes and humo...,True,1.0,0.292,almanach/xlmr-chatgptdetect-noisy -138,SUCCESS,False,Ignore useful . How a discovery is used is of zero concern ....,False,1.0,0.292,almanach/xlmr-chatgptdetect-noisy -139,SUCCESS,False,"If they 're still plugged in , yes , they 're continuing to ...",False,1.0,0.251,almanach/xlmr-chatgptdetect-noisy -140,SUCCESS,True,The polar ice caps are made of freshwater because they are f...,True,1.0,0.267,almanach/xlmr-chatgptdetect-noisy -141,SUCCESS,True,The original True Grit film was released in 1969 and starred...,True,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -142,SUCCESS,True,"Executing prisoners by gunshot to the back of the head, also...",True,1.0,0.275,almanach/xlmr-chatgptdetect-noisy -143,SUCCESS,True,There is no mini version of Google stock. Google is a public...,True,1.0,0.141,almanach/xlmr-chatgptdetect-noisy -144,SUCCESS,True,"Switchblades, also known as automatic knives, are illegal in...",True,1.0,0.23,almanach/xlmr-chatgptdetect-noisy -145,SUCCESS,False,"When they 're close to the ground , they 're still accelerat...",False,1.0,0.136,almanach/xlmr-chatgptdetect-noisy -146,SUCCESS,True,"In financial markets, the terms ""bid"" and ""ask"" refer to the...",True,1.0,0.251,almanach/xlmr-chatgptdetect-noisy -147,SUCCESS,True,"A league is a unit of distance, usually used to measure the ...",True,1.0,0.141,almanach/xlmr-chatgptdetect-noisy -148,SUCCESS,True,Water is not commonly sold in cans because cans are usually ...,True,1.0,0.182,almanach/xlmr-chatgptdetect-noisy -149,SUCCESS,False,They were meant to attack bombers that were themselves carry...,False,1.0,0.172,almanach/xlmr-chatgptdetect-noisy -150,SUCCESS,False,"When you work your muscles , it costs your body energy . The...",False,1.0,0.214,almanach/xlmr-chatgptdetect-noisy -151,SUCCESS,True,"In a hotel with central heating and cooling (HVAC), each roo...",True,1.0,0.247,almanach/xlmr-chatgptdetect-noisy -152,SUCCESS,True,"When you feel nervous or scared, your body goes into ""fight ...",True,1.0,0.208,almanach/xlmr-chatgptdetect-noisy -153,SUCCESS,False,Sufficiently advanced technology is indistinguishable from m...,False,1.0,0.094,almanach/xlmr-chatgptdetect-noisy -154,SUCCESS,False,In larger cities there are numerous traffic sensors that are...,False,1.0,0.193,almanach/xlmr-chatgptdetect-noisy -155,SUCCESS,False,It really depends on the quality of the dollar store glasses...,False,1.0,0.28,almanach/xlmr-chatgptdetect-noisy -156,SUCCESS,False,“ Based means being yourself . Not being scared of what peop...,False,1.0,0.237,almanach/xlmr-chatgptdetect-noisy -157,SUCCESS,False,Place yourself in the sentenced person shoes . Would you lik...,False,1.0,0.174,almanach/xlmr-chatgptdetect-noisy -158,SUCCESS,True,"Westboro Baptist Church is a small, extremist group that has...",True,1.0,0.237,almanach/xlmr-chatgptdetect-noisy -159,SUCCESS,True,Off-brand batteries are cheaper than name-brand batteries be...,True,1.0,0.212,almanach/xlmr-chatgptdetect-noisy -160,SUCCESS,False,yes it can be a reaction to pain and also anxiety of meeting...,False,1.0,0.121,almanach/xlmr-chatgptdetect-noisy -161,SUCCESS,False,"They ca nt , but they can be given a [ table of symbols ] ( ...",False,1.0,0.126,almanach/xlmr-chatgptdetect-noisy -162,SUCCESS,False,Or they could go the parks and rec route and use alta vista...,False,1.0,0.085,almanach/xlmr-chatgptdetect-noisy -163,SUCCESS,False,It 's from cheaper dog foods that are full of ash and crushe...,False,1.0,0.133,almanach/xlmr-chatgptdetect-noisy -164,SUCCESS,True,Most animals have two eyes because two eyes give them the ab...,True,1.0,0.261,almanach/xlmr-chatgptdetect-noisy -165,SUCCESS,False,it could be MS. it could also not be MS and be many more dis...,False,1.0,0.134,almanach/xlmr-chatgptdetect-noisy -166,SUCCESS,False,"She was n't recording herself , she was recording others . A...",False,1.0,0.101,almanach/xlmr-chatgptdetect-noisy -167,SUCCESS,False,Dontforgetpants ' response seems to hit the nail on the head...,False,1.0,0.157,almanach/xlmr-chatgptdetect-noisy -168,SUCCESS,True,The sun looks yellow in some videos because the atmosphere o...,True,1.0,0.217,almanach/xlmr-chatgptdetect-noisy -169,SUCCESS,False,"The CIA is a foreign intelligence service , which is tasked ...",False,1.0,0.171,almanach/xlmr-chatgptdetect-noisy -170,SUCCESS,True,If a parking ticket is lost or destroyed before the owner is...,True,1.0,0.242,almanach/xlmr-chatgptdetect-noisy -171,SUCCESS,False,Sure you can . The Stuxnet virus was software intended to da...,False,1.0,0.114,almanach/xlmr-chatgptdetect-noisy -172,SUCCESS,False,I am a huge fan of [ this chart ] ( URL_0 ) for all of the i...,False,1.0,0.173,almanach/xlmr-chatgptdetect-noisy -173,SUCCESS,False,[ This is a really good explanation ] ( URL_0 ) . For a long...,False,1.0,0.124,almanach/xlmr-chatgptdetect-noisy -174,SUCCESS,False,God punished Egypt for not releasing God 's people when inst...,False,1.0,0.218,almanach/xlmr-chatgptdetect-noisy -175,SUCCESS,True,"​ ··· ChatGPT Dec 15 Version. Free Research Preview. O...",True,1.0,0.316,almanach/xlmr-chatgptdetect-noisy -176,SUCCESS,True,"No, collecting and recycling your own pee and sweat will not...",True,1.0,0.178,almanach/xlmr-chatgptdetect-noisy -177,SUCCESS,True,"Yes, drinking 3 glasses of beer will make you urinate more t...",True,1.0,0.222,almanach/xlmr-chatgptdetect-noisy -178,SUCCESS,False,The only reason why Texas is commonly considered is because ...,False,1.0,0.118,almanach/xlmr-chatgptdetect-noisy -179,SUCCESS,False,You have fluid in your inner ear that helps your brain figur...,False,1.0,0.064,almanach/xlmr-chatgptdetect-noisy -180,SUCCESS,True,"When you exercise options early, the tax implications will d...",True,1.0,0.192,almanach/xlmr-chatgptdetect-noisy -181,SUCCESS,True,"As of September 2021, the two senators representing Louisian...",True,1.0,0.149,almanach/xlmr-chatgptdetect-noisy -182,SUCCESS,False,It was called the ' goddamned particle ' first and then it w...,False,1.0,0.062,almanach/xlmr-chatgptdetect-noisy -183,SUCCESS,True,The hundred dollar bill features a portrait of Benjamin Fran...,True,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -184,SUCCESS,False,"Hello Prabash,Please consult with a psychiatrist as your mam...",False,1.0,0.069,almanach/xlmr-chatgptdetect-noisy -185,SUCCESS,True,"Albany is a city located in Linn County, Oregon, United Stat...",True,1.0,0.07,almanach/xlmr-chatgptdetect-noisy -186,SUCCESS,False,Mostly because the vast majority of the surface of this plan...,False,1.0,0.063,almanach/xlmr-chatgptdetect-noisy -187,SUCCESS,False,Viruses are n't actually organisms by the strict definition ...,False,1.0,0.086,almanach/xlmr-chatgptdetect-noisy -188,SUCCESS,True,"A surveyor's wheel, also known as a measuring wheel or a dis...",True,1.0,0.151,almanach/xlmr-chatgptdetect-noisy -189,SUCCESS,True,Coffee is often served at a high temperature because it is b...,True,1.0,0.164,almanach/xlmr-chatgptdetect-noisy -190,SUCCESS,True,"When people are feeling anxious or stressed, they may feel s...",True,1.0,0.213,almanach/xlmr-chatgptdetect-noisy -191,SUCCESS,True,It sounds like you may be experiencing a phenomenon called a...,True,1.0,0.222,almanach/xlmr-chatgptdetect-noisy -192,SUCCESS,True,The Fibonacci sequence is a series of numbers in which each ...,True,1.0,0.119,almanach/xlmr-chatgptdetect-noisy -193,SUCCESS,False,"When you drink alcohol , it passes through your liver where ...",False,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -194,SUCCESS,True,Making a movie is expensive for a lot of reasons. One reason...,True,1.0,0.133,almanach/xlmr-chatgptdetect-noisy -195,SUCCESS,True,"When you install a program, you are adding new files to your...",True,1.0,0.149,almanach/xlmr-chatgptdetect-noisy -196,SUCCESS,False,"It is n't . Much better to use vinegar , and simply because ...",False,1.0,0.08,almanach/xlmr-chatgptdetect-noisy -197,SUCCESS,False,"if they are truly A - list , they do n't file , they pay som...",False,1.0,0.056,almanach/xlmr-chatgptdetect-noisy -198,SUCCESS,False,"It 's a blurry line , and stout is derived from porter . I u...",False,1.0,0.115,almanach/xlmr-chatgptdetect-noisy -199,SUCCESS,False,"well it 's been around for decades , and is linked to homose...",False,1.0,0.083,almanach/xlmr-chatgptdetect-noisy -200,SUCCESS,False,Lots of the byproducts of combustion have phenolic structure...,False,1.0,0.184,almanach/xlmr-chatgptdetect-noisy -201,SUCCESS,False,Easy first example : Oarsman : Regatta::jockey : _ _ _ _ _ _...,False,1.0,0.09,almanach/xlmr-chatgptdetect-noisy -202,SUCCESS,False,A modern torpedo like the Mk 48 ADCAP has a 50 km range so t...,False,1.0,0.078,almanach/xlmr-chatgptdetect-noisy -203,SUCCESS,False,This whole new attack against Amazon to make them pay a sale...,False,1.0,0.104,almanach/xlmr-chatgptdetect-noisy -204,SUCCESS,True,There are a few reasons why the closing price of a stock mig...,True,1.0,0.175,almanach/xlmr-chatgptdetect-noisy -205,SUCCESS,False,"Basically , a business plan is a document that describes wha...",False,1.0,0.134,almanach/xlmr-chatgptdetect-noisy -206,SUCCESS,True,The scientific name of the eastern tiger salamander is Ambys...,True,1.0,0.151,almanach/xlmr-chatgptdetect-noisy -207,SUCCESS,False,The seasonal nature of the flu has not been established by r...,False,1.0,0.187,almanach/xlmr-chatgptdetect-noisy -208,SUCCESS,False,This is Swolehate . Please cease and disist your discriminat...,False,1.0,0.291,almanach/xlmr-chatgptdetect-noisy -209,SUCCESS,False,It 's a lot cheaper to put window AC in than central AC . Pl...,False,1.0,0.162,almanach/xlmr-chatgptdetect-noisy -210,SUCCESS,True,Sure! People have always needed a way to distinguish one per...,True,1.0,0.248,almanach/xlmr-chatgptdetect-noisy -211,SUCCESS,True,An inner monologue is the internal voice in our head that we...,True,1.0,0.25,almanach/xlmr-chatgptdetect-noisy -212,SUCCESS,False,This is a better explaination : Lottery bonds are a type of ...,False,1.0,0.209,almanach/xlmr-chatgptdetect-noisy -213,SUCCESS,True,"Shaving certain parts of the body, such as the face or legs,...",True,1.0,0.313,almanach/xlmr-chatgptdetect-noisy -214,SUCCESS,True,Sure! A turtle is a type of animal that has a hard shell on ...,True,1.0,0.265,almanach/xlmr-chatgptdetect-noisy -215,SUCCESS,True,A filibuster is a tactic used in the United States Senate to...,True,1.0,0.217,almanach/xlmr-chatgptdetect-noisy -216,SUCCESS,False,"Living beings , including humans , are mostly water . When w...",False,1.0,0.119,almanach/xlmr-chatgptdetect-noisy -217,SUCCESS,True,The muzzle energy of a bullet is a measure of how much energ...,True,1.0,0.223,almanach/xlmr-chatgptdetect-noisy -218,SUCCESS,False,Because most meetings are run and/or structured badly and ar...,False,1.0,0.072,almanach/xlmr-chatgptdetect-noisy -219,SUCCESS,False,* brief horrified daydream of being belted to a 500 - pound ...,False,1.0,0.132,almanach/xlmr-chatgptdetect-noisy -220,SUCCESS,True,Sure! Sympathy and empathy are similar in that they both inv...,True,1.0,0.226,almanach/xlmr-chatgptdetect-noisy -221,SUCCESS,False,Starts with the same template . Would n't say this to a 5 ye...,False,1.0,0.079,almanach/xlmr-chatgptdetect-noisy -222,SUCCESS,True,Brett Favre started 297 consecutive games over the course of...,True,1.0,0.144,almanach/xlmr-chatgptdetect-noisy -223,SUCCESS,False,"A digital image is an image composed of picture elements, al...",False,1.0,0.144,almanach/xlmr-chatgptdetect-noisy -224,SUCCESS,True,The University of Western Australia (UWA) is a public resear...,True,1.0,0.119,almanach/xlmr-chatgptdetect-noisy -225,SUCCESS,False,It does n't . The NDAA contains two sections ( 1031 and 1032...,False,1.0,0.175,almanach/xlmr-chatgptdetect-noisy -226,SUCCESS,False,"You likely have tinnitus , possibly an industrial hearing lo...",False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -227,SUCCESS,True,There are a few reasons why British actors might get cast in...,True,1.0,0.193,almanach/xlmr-chatgptdetect-noisy -228,SUCCESS,False,"Take an egg from your fridge , and try to hold it from the t...",False,1.0,0.086,almanach/xlmr-chatgptdetect-noisy -229,SUCCESS,True,It is generally the case that an individual will be liable f...,True,1.0,0.184,almanach/xlmr-chatgptdetect-noisy -230,SUCCESS,False,There is definitely such thing as eating too much fish in te...,False,1.0,0.091,almanach/xlmr-chatgptdetect-noisy -231,SUCCESS,False,There are two things to note in addition to what /u / UlmusI...,False,1.0,0.247,almanach/xlmr-chatgptdetect-noisy -232,SUCCESS,True,Cloning is a scientific process that involves creating a gen...,True,1.0,0.214,almanach/xlmr-chatgptdetect-noisy -233,SUCCESS,True,A meteor is a big rock that falls from space and lands on Ea...,True,1.0,0.185,almanach/xlmr-chatgptdetect-noisy -234,SUCCESS,True,"In dreams, your body is actually paralyzed and unable to mov...",True,1.0,0.167,almanach/xlmr-chatgptdetect-noisy -235,SUCCESS,False,"[ It is n't . ] ( URL_0 ) * "" But "" hot "" water for hand was...",False,1.0,0.128,almanach/xlmr-chatgptdetect-noisy -236,SUCCESS,False,Their truest peers would be . But at the same time those wou...,False,1.0,0.1,almanach/xlmr-chatgptdetect-noisy -237,SUCCESS,False,"The question has no meaning , because ' expansion ' is n't e...",False,1.0,0.101,almanach/xlmr-chatgptdetect-noisy -238,SUCCESS,True,SeaWorld gets their killer whales (also known as orcas) thro...,True,1.0,0.269,almanach/xlmr-chatgptdetect-noisy -239,SUCCESS,True,"When you listen to loud music, you can damage the tiny hair ...",True,1.0,0.323,almanach/xlmr-chatgptdetect-noisy -240,SUCCESS,False,"When you 're that tired , part of your brain goes on vacatio...",False,1.0,0.102,almanach/xlmr-chatgptdetect-noisy -241,SUCCESS,False,The ointment keeps the wound moist which promotes healing . ...,False,1.0,0.085,almanach/xlmr-chatgptdetect-noisy -242,SUCCESS,False,A lot of our sense of taste is actually our sense of smell ....,False,1.0,0.074,almanach/xlmr-chatgptdetect-noisy -243,SUCCESS,True,"When people are pointing guns at each other, it is usually b...",True,1.0,0.148,almanach/xlmr-chatgptdetect-noisy -244,SUCCESS,False,"Technically , that apple seed will stay alive until it rots ...",False,1.0,0.054,almanach/xlmr-chatgptdetect-noisy -245,SUCCESS,False,A Nazi lives in 1930s-40s Germany . A Neo - Nazi lives now ....,False,1.0,0.057,almanach/xlmr-chatgptdetect-noisy -246,SUCCESS,False,"Well , just downloading a torrent is n't illegal - it 's the...",False,1.0,0.106,almanach/xlmr-chatgptdetect-noisy -247,SUCCESS,True,David Ortiz is a retired professional baseball player from t...,True,1.0,0.128,almanach/xlmr-chatgptdetect-noisy -248,SUCCESS,True,"In ice hockey, ""high sticking"" refers to the act of hitting ...",True,1.0,0.202,almanach/xlmr-chatgptdetect-noisy -249,SUCCESS,True,"The green color on the Mexican flag represents hope, joy, an...",True,1.0,0.195,almanach/xlmr-chatgptdetect-noisy -250,SUCCESS,False,"They can completely decay . However , you ca n't determine a...",False,1.0,0.119,almanach/xlmr-chatgptdetect-noisy -251,SUCCESS,False,Pretty much the same reason Star Wars does . The game was qu...,False,1.0,0.111,almanach/xlmr-chatgptdetect-noisy -252,SUCCESS,True,There are a few reasons why some people might not like Dane ...,True,1.0,0.175,almanach/xlmr-chatgptdetect-noisy -253,SUCCESS,True,Being scared can be exciting because it gives us a rush of a...,True,1.0,0.191,almanach/xlmr-chatgptdetect-noisy -254,SUCCESS,True,"When something is made from concentrate, it means that it wa...",True,1.0,0.112,almanach/xlmr-chatgptdetect-noisy -255,SUCCESS,True,Season 2 of Project Runway was won by Chloe Dao. The show ai...,True,1.0,0.132,almanach/xlmr-chatgptdetect-noisy -256,SUCCESS,True,Optical fibers are made of very thin strands of glass or pla...,True,1.0,0.2,almanach/xlmr-chatgptdetect-noisy -257,SUCCESS,False,Ozone is too reactive to exist in quantity near the ground ....,False,1.0,0.099,almanach/xlmr-chatgptdetect-noisy -258,SUCCESS,False,"He is worse than a little creepy / crap photographer , he is...",False,1.0,0.125,almanach/xlmr-chatgptdetect-noisy -259,SUCCESS,True,"Dr. J.B. Danquah was a Ghanaian lawyer, politician, and inde...",True,1.0,0.196,almanach/xlmr-chatgptdetect-noisy -260,SUCCESS,True,Water doesn't have any calories because it doesn't contain a...,True,1.0,0.23,almanach/xlmr-chatgptdetect-noisy -261,SUCCESS,True,Eating and drinking certain foods can definitely impact your...,True,1.0,0.217,almanach/xlmr-chatgptdetect-noisy -262,SUCCESS,True,The Big Bang is the name scientists give to the event that h...,True,1.0,0.195,almanach/xlmr-chatgptdetect-noisy -263,SUCCESS,False,"Working in the industry , I can tell you that the engineers ...",False,1.0,0.17,almanach/xlmr-chatgptdetect-noisy -264,SUCCESS,False,"I don't know if those machines work this way in the UK too, ...",False,1.0,0.155,almanach/xlmr-chatgptdetect-noisy -265,SUCCESS,False,"There are technical differences between the 2 , but the core...",False,1.0,0.179,almanach/xlmr-chatgptdetect-noisy -266,SUCCESS,False,All points in the universe are growing further apart from ea...,False,1.0,0.185,almanach/xlmr-chatgptdetect-noisy -267,SUCCESS,False,Welcome to Healthcare MagicYou could be having irritable bow...,False,1.0,0.138,almanach/xlmr-chatgptdetect-noisy -268,SUCCESS,True,Game shows can make money in a few different ways. One way i...,True,1.0,0.191,almanach/xlmr-chatgptdetect-noisy -269,SUCCESS,False,"Well , you need references and first and last months rent , ...",False,1.0,0.11,almanach/xlmr-chatgptdetect-noisy -270,SUCCESS,False,"You do n't get to 10,000 subscribers without making a few tr...",False,1.0,0.063,almanach/xlmr-chatgptdetect-noisy -271,SUCCESS,True,Those black cables that you see running across the road are ...,True,1.0,0.152,almanach/xlmr-chatgptdetect-noisy -272,SUCCESS,False,Light spectra have what are called absorption lines in them ...,False,1.0,0.215,almanach/xlmr-chatgptdetect-noisy -273,SUCCESS,False,"Existing shareholders do have a say , usually . Most corpora...",False,1.0,0.07,almanach/xlmr-chatgptdetect-noisy -274,SUCCESS,True,"In a single driver audio system, multiple frequencies can be...",True,1.0,0.209,almanach/xlmr-chatgptdetect-noisy -275,SUCCESS,False,"If you were to look at a cross section of a hair , like the ...",True,0.995,0.089,almanach/xlmr-chatgptdetect-noisy -276,SUCCESS,True,Small talk is a way for people to have a friendly conversati...,True,1.0,0.128,almanach/xlmr-chatgptdetect-noisy -277,SUCCESS,True,! Only one message at a time. Please allow any other respons...,True,1.0,0.062,almanach/xlmr-chatgptdetect-noisy -278,SUCCESS,True,"As an AI, I don't have personal preferences or opinions. My ...",True,1.0,0.175,almanach/xlmr-chatgptdetect-noisy -279,SUCCESS,True,The Renaissance was a time period in European history that l...,True,1.0,0.212,almanach/xlmr-chatgptdetect-noisy -280,SUCCESS,True,Time is a measure of how long events take to happen. It's wh...,True,1.0,0.214,almanach/xlmr-chatgptdetect-noisy -281,SUCCESS,True,Lung effusion is the accumulation of fluid in the space arou...,True,1.0,0.149,almanach/xlmr-chatgptdetect-noisy -282,SUCCESS,False,"That 's the Balducci levitation , and he did n't invent it ....",False,1.0,0.106,almanach/xlmr-chatgptdetect-noisy -283,SUCCESS,True,"When you snort water, it can go up into your nose and then d...",True,1.0,0.166,almanach/xlmr-chatgptdetect-noisy -284,SUCCESS,True,It is theoretically possible for one person with an unlimite...,True,1.0,0.171,almanach/xlmr-chatgptdetect-noisy -285,SUCCESS,True,Aereo was a company that allowed users to watch television c...,True,1.0,0.187,almanach/xlmr-chatgptdetect-noisy -286,SUCCESS,False,"hi,thank you for providing the brief history of you.A thorou...",False,1.0,0.125,almanach/xlmr-chatgptdetect-noisy -287,SUCCESS,True,There are a lot of personal injury lawyers because people ge...,True,1.0,0.174,almanach/xlmr-chatgptdetect-noisy -288,SUCCESS,False,"I 've seen an article on how they filmed that scene , FooHen...",False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -289,SUCCESS,False,It is . Hot water strips your body 's natural oils a lot fas...,False,1.0,0.071,almanach/xlmr-chatgptdetect-noisy -290,SUCCESS,False,Let 's say the earth is cold and there is no wind resistance...,False,1.0,0.153,almanach/xlmr-chatgptdetect-noisy -291,SUCCESS,False,ORACLE is involved . That accounts for $ 250 million of the ...,False,1.0,0.074,almanach/xlmr-chatgptdetect-noisy -292,SUCCESS,True,It's not accurate to say that all mass murderers and terrori...,True,1.0,0.219,almanach/xlmr-chatgptdetect-noisy -293,SUCCESS,False,That 's probably a MIG-35 . It has a thrust / weight ratio g...,False,1.0,0.138,almanach/xlmr-chatgptdetect-noisy -294,SUCCESS,False,French is spelled phonetically with very few exceptions . So...,False,1.0,0.121,almanach/xlmr-chatgptdetect-noisy -295,SUCCESS,True,"The United States supported the Contras, who were a group of...",True,1.0,0.192,almanach/xlmr-chatgptdetect-noisy -296,SUCCESS,False,> People with obsessive compulsive disorder are often aware ...,False,1.0,0.163,almanach/xlmr-chatgptdetect-noisy -297,SUCCESS,False,"I BELIEVE : Usually , there are sensors in the road under th...",False,1.0,0.079,almanach/xlmr-chatgptdetect-noisy -298,SUCCESS,True,"It is not uncommon for tax software, such as H&R Block, to i...",True,1.0,0.173,almanach/xlmr-chatgptdetect-noisy -299,SUCCESS,True,"When you download a game, you are usually just downloading t...",True,1.0,0.142,almanach/xlmr-chatgptdetect-noisy -300,SUCCESS,True,One tablespoon of water is equal to approximately 15 millili...,True,1.0,0.095,almanach/xlmr-chatgptdetect-noisy -301,SUCCESS,True,Heaters work by converting electricity into heat. They do th...,True,1.0,0.21,almanach/xlmr-chatgptdetect-noisy -302,SUCCESS,False,"A picture paints a thousand words , so [ here 's a diagram o...",False,1.0,0.088,almanach/xlmr-chatgptdetect-noisy -303,SUCCESS,True,"Sometimes people might not know how to use Google, or they m...",True,1.0,0.131,almanach/xlmr-chatgptdetect-noisy -304,SUCCESS,False,i can tell you i joined the army at 18 and got deployed righ...,False,1.0,0.196,almanach/xlmr-chatgptdetect-noisy -305,SUCCESS,True,"There are many possible causes of headache, neck pain, and b...",True,1.0,0.213,almanach/xlmr-chatgptdetect-noisy -306,SUCCESS,False,Burlesque originally developed as a racy satire show in resp...,False,1.0,0.285,almanach/xlmr-chatgptdetect-noisy -307,SUCCESS,True,Sound mass is a compositional technique that involves the us...,True,1.0,0.129,almanach/xlmr-chatgptdetect-noisy -308,SUCCESS,False,Jet engines operate using the [ Brayton Cycle ] ( URL_0 ) wh...,False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -309,SUCCESS,False,AMD is doing more than just laying off staff. Their earnings...,False,1.0,0.189,almanach/xlmr-chatgptdetect-noisy -310,SUCCESS,False,Hi thank you for posting your query in HCM.SGOT AND SGPT are...,False,1.0,0.201,almanach/xlmr-chatgptdetect-noisy -311,SUCCESS,False,"I think there is a HUGE distinction between "" lazy "" and con...",False,1.0,0.236,almanach/xlmr-chatgptdetect-noisy -312,SUCCESS,True,Lips serve many important functions. One of their main funct...,True,1.0,0.297,almanach/xlmr-chatgptdetect-noisy -313,SUCCESS,False,"Fish is a very broad group of animals ; lions , wolves , and...",False,1.0,0.122,almanach/xlmr-chatgptdetect-noisy -314,SUCCESS,True,It is not surprising that people did not realize the negativ...,True,1.0,0.173,almanach/xlmr-chatgptdetect-noisy -315,SUCCESS,False,Streaming is something you watch that you do n't have a copy...,False,1.0,0.153,almanach/xlmr-chatgptdetect-noisy -316,SUCCESS,True,Muscles get bigger when we lift weights because lifting weig...,True,1.0,0.222,almanach/xlmr-chatgptdetect-noisy -317,SUCCESS,True,"At night, when it's quiet and there are fewer distractions, ...",True,1.0,0.187,almanach/xlmr-chatgptdetect-noisy -318,SUCCESS,False,In Italy (even with taxes that are more than 50% on income) ...,False,1.0,0.188,almanach/xlmr-chatgptdetect-noisy -319,SUCCESS,False,It has a lot to do with diet and lifestyle as well ... Short...,False,1.0,0.063,almanach/xlmr-chatgptdetect-noisy -320,SUCCESS,False,If you 're travelling on the beaten path in Italy you 'll fi...,False,1.0,0.203,almanach/xlmr-chatgptdetect-noisy -321,SUCCESS,False,As the sun sets various light wavelengths are absorbed diffe...,False,1.0,0.098,almanach/xlmr-chatgptdetect-noisy -322,SUCCESS,True,Popcorn is a type of corn that has a hard outer shell called...,True,1.0,0.232,almanach/xlmr-chatgptdetect-noisy -323,SUCCESS,False,It usually sends a signal to the phone to see if it is compa...,False,1.0,0.083,almanach/xlmr-chatgptdetect-noisy -324,SUCCESS,True,"Non-nicotine electronic cigarettes, also known as e-cigarett...",True,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -325,SUCCESS,False,"A lot of mammals have a uterus shaped more like a V , or mor...",False,1.0,0.169,almanach/xlmr-chatgptdetect-noisy -326,SUCCESS,False,"For me , I pirate content I would n't purchase in the first ...",False,1.0,0.106,almanach/xlmr-chatgptdetect-noisy -327,SUCCESS,False,A file server is a server which main purpose is to store fil...,False,1.0,0.132,almanach/xlmr-chatgptdetect-noisy -328,SUCCESS,False,The Puritans were various groups who advocated from serious ...,False,1.0,0.198,almanach/xlmr-chatgptdetect-noisy -329,SUCCESS,True,It is not always possible to simply cut away cancerous tissu...,True,1.0,0.227,almanach/xlmr-chatgptdetect-noisy -330,SUCCESS,False,I do n't remember the time I successfully managed to watch a...,False,1.0,0.131,almanach/xlmr-chatgptdetect-noisy -331,SUCCESS,False,"Ignoring the problem of the pool holding the water , since w...",False,1.0,0.074,almanach/xlmr-chatgptdetect-noisy -332,SUCCESS,True,Reddit moderators are volunteers who help manage the content...,True,1.0,0.158,almanach/xlmr-chatgptdetect-noisy -333,SUCCESS,False,I can think of a few reasons . One that no one seems to have...,False,1.0,0.188,almanach/xlmr-chatgptdetect-noisy -334,SUCCESS,True,There are a few options for someone who is intelligent but i...,True,1.0,0.203,almanach/xlmr-chatgptdetect-noisy -335,SUCCESS,True,"When you save a Word document to a USB stick, the informatio...",True,1.0,0.204,almanach/xlmr-chatgptdetect-noisy -336,SUCCESS,True,A turbocharger is a device that is used to boost the power o...,True,1.0,0.226,almanach/xlmr-chatgptdetect-noisy -337,SUCCESS,False,I 've never seen anyone tilt it up . Every car I 've been in...,False,1.0,0.09,almanach/xlmr-chatgptdetect-noisy -338,SUCCESS,True,Online videos and GIFs are two different types of media that...,True,1.0,0.198,almanach/xlmr-chatgptdetect-noisy -339,SUCCESS,True,It is unfortunate that some people who called themselves Chr...,True,1.0,0.201,almanach/xlmr-chatgptdetect-noisy -340,SUCCESS,True,"""Black Velvet"" is a song written by David Tyson, Christopher...",True,1.0,0.092,almanach/xlmr-chatgptdetect-noisy -341,SUCCESS,True,Predicting how long a task will take can be difficult for a ...,True,1.0,0.152,almanach/xlmr-chatgptdetect-noisy -342,SUCCESS,False,Good question . I 'm fed up with people saying ' u look tire...,False,1.0,0.067,almanach/xlmr-chatgptdetect-noisy -343,SUCCESS,True,"The Beatles released ""I Want to Hold Your Hand"" in 1964. It ...",True,1.0,0.106,almanach/xlmr-chatgptdetect-noisy -344,SUCCESS,False,"Why does anyone major in anything ? I think at its core , pe...",False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -345,SUCCESS,False,That transaction probably cost the merchant $0.50 + 3% or cl...,False,1.0,0.164,almanach/xlmr-chatgptdetect-noisy -346,SUCCESS,True,It is not always necessary to undergo surgery for a bicuspid...,True,1.0,0.298,almanach/xlmr-chatgptdetect-noisy -347,SUCCESS,False,""" Alcohol "" refers to a class of compounds that contain a hy...",False,1.0,0.136,almanach/xlmr-chatgptdetect-noisy -348,SUCCESS,False,"In addition to what Get_a_GOB and da1 m adequately wrote , h...",False,1.0,0.113,almanach/xlmr-chatgptdetect-noisy -349,SUCCESS,True,"When you read something, the words you see on the page or sc...",True,1.0,0.287,almanach/xlmr-chatgptdetect-noisy -350,SUCCESS,False,Mostly so that a 24 week long season occupies more than half...,False,1.0,0.114,almanach/xlmr-chatgptdetect-noisy -351,SUCCESS,False,"As a guitarist , here is how I see it : it does n't work tha...",False,1.0,0.322,almanach/xlmr-chatgptdetect-noisy -352,SUCCESS,False,Because there are a LOT of people who get their account hack...,False,1.0,0.096,almanach/xlmr-chatgptdetect-noisy -353,SUCCESS,False,Hopefully they would n't get charged-- prosecutors got ta ge...,False,1.0,0.189,almanach/xlmr-chatgptdetect-noisy -354,SUCCESS,False,This is known as [ Olber 's Paradox ] ( URL_0 ) . Because th...,False,1.0,0.201,almanach/xlmr-chatgptdetect-noisy -355,SUCCESS,True,"Sure! Decriminalization means that a certain activity, such ...",True,1.0,0.192,almanach/xlmr-chatgptdetect-noisy -356,SUCCESS,True,A full-time job typically refers to a job that requires a pe...,True,1.0,0.127,almanach/xlmr-chatgptdetect-noisy -357,SUCCESS,True,Bob Seger is an American singer-songwriter who was born on M...,True,1.0,0.121,almanach/xlmr-chatgptdetect-noisy -358,SUCCESS,False,"I completely agree with Whazzits definition of a melody , bu...",False,1.0,0.114,almanach/xlmr-chatgptdetect-noisy -359,SUCCESS,True,Sure! Catchers in baseball give pitchers hand signals to let...,True,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -360,SUCCESS,True,It is not currently possible to keep a person alive forever ...,True,1.0,0.21,almanach/xlmr-chatgptdetect-noisy -361,SUCCESS,False,When brass instruments first came out they did n't have valv...,False,1.0,0.12,almanach/xlmr-chatgptdetect-noisy -362,SUCCESS,True,Sodium hypochlorite is a chemical compound with the formula ...,True,1.0,0.189,almanach/xlmr-chatgptdetect-noisy -363,SUCCESS,False,"In artificial intelligence, an expert system is a computer s...",False,0.999,0.162,almanach/xlmr-chatgptdetect-noisy -364,SUCCESS,True,Chuck Norris is a famous actor and martial artist who has ap...,True,1.0,0.154,almanach/xlmr-chatgptdetect-noisy -365,SUCCESS,True,"Most new cars have a feature called ""daytime running lights""...",True,1.0,0.201,almanach/xlmr-chatgptdetect-noisy -366,SUCCESS,False,They are very nearly synonymous ; the only difference is in ...,False,1.0,0.062,almanach/xlmr-chatgptdetect-noisy -367,SUCCESS,False,"It depends whether you hear an actual high - pitched noise ,...",False,1.0,0.188,almanach/xlmr-chatgptdetect-noisy -368,SUCCESS,False,The cost - benefit ratio is too high . Anything you want to ...,False,1.0,0.098,almanach/xlmr-chatgptdetect-noisy -369,SUCCESS,True,There are a few reasons why there might be more trained dogs...,True,1.0,0.167,almanach/xlmr-chatgptdetect-noisy -370,SUCCESS,False,"poker is a very complicated game , full of subtleties and nu...",False,1.0,0.171,almanach/xlmr-chatgptdetect-noisy -371,SUCCESS,False,"The biggest difference is that the Start menu is gone , repl...",False,1.0,0.121,almanach/xlmr-chatgptdetect-noisy -372,SUCCESS,False,"Well , the nazis were members of Hitler 's political party N...",False,1.0,0.071,almanach/xlmr-chatgptdetect-noisy -373,SUCCESS,True,It is important to be cautious when considering investing in...,True,1.0,0.187,almanach/xlmr-chatgptdetect-noisy -374,SUCCESS,False,same reason a spoon of soup cools quicker than a large bowl ...,False,1.0,0.065,almanach/xlmr-chatgptdetect-noisy -375,SUCCESS,False,"We do n't know for sure ! The best answer ( ELI5 answer , no...",False,1.0,0.122,almanach/xlmr-chatgptdetect-noisy -376,SUCCESS,False,"When your body senses fear , your testicles reflexively rais...",False,1.0,0.085,almanach/xlmr-chatgptdetect-noisy -377,SUCCESS,True,Sound is a type of energy that travels through vibrations. T...,True,1.0,0.201,almanach/xlmr-chatgptdetect-noisy -378,SUCCESS,True,Sports teams are usually funded by the owners of the team an...,True,1.0,0.219,almanach/xlmr-chatgptdetect-noisy -379,SUCCESS,False,I think it has to do with the stigma associated with users o...,False,1.0,0.086,almanach/xlmr-chatgptdetect-noisy -380,SUCCESS,False,""" Running out "" is a bit misleading . Most people will get m...",False,1.0,0.314,almanach/xlmr-chatgptdetect-noisy -381,SUCCESS,False,"You can fall asleep standing up I think for a moment , but t...",False,1.0,0.093,almanach/xlmr-chatgptdetect-noisy -382,SUCCESS,True,"In movies, actors and actresses often pretend to have sex, b...",True,1.0,0.16,almanach/xlmr-chatgptdetect-noisy -383,SUCCESS,True,Social Darwinism is a belief that some groups of people are ...,True,1.0,0.148,almanach/xlmr-chatgptdetect-noisy -384,SUCCESS,True,"""The NeverEnding Story"" is a song by German band Limahl (Kie...",True,1.0,0.121,almanach/xlmr-chatgptdetect-noisy -385,SUCCESS,True,Sure! NASCAR is a type of racing where people drive really f...,True,1.0,0.124,almanach/xlmr-chatgptdetect-noisy -386,SUCCESS,False,"When a group , usually prisoners are made to travel long dis...",False,1.0,0.109,almanach/xlmr-chatgptdetect-noisy -387,SUCCESS,False,"In music theory , frequencies that are a simple ratios sound...",False,1.0,0.189,almanach/xlmr-chatgptdetect-noisy -388,SUCCESS,True,"Great question! Just like humans, animals that live in the w...",True,1.0,0.204,almanach/xlmr-chatgptdetect-noisy -389,SUCCESS,False,"Most people say the fibonacci sequence is important , becaus...",False,1.0,0.149,almanach/xlmr-chatgptdetect-noisy -390,SUCCESS,True,"\nWhen you see something with your eyes, it means that light...",True,1.0,0.175,almanach/xlmr-chatgptdetect-noisy -391,SUCCESS,False,"In their quest for civil rights and equality , many blacks i...",False,1.0,0.092,almanach/xlmr-chatgptdetect-noisy -392,SUCCESS,True,The telephone was invented by Alexander Graham Bell in 1876....,True,1.0,0.212,almanach/xlmr-chatgptdetect-noisy -393,SUCCESS,False,Andy Whitfield (died 11 September 2011) was a Welsh Australi...,False,1.0,0.064,almanach/xlmr-chatgptdetect-noisy -394,SUCCESS,True,Shin A Lam is a Korean fencer who competed in the 2012 Olymp...,True,1.0,0.205,almanach/xlmr-chatgptdetect-noisy -395,SUCCESS,True,"Jamestown is a town located in Guilford County, North Caroli...",True,1.0,0.117,almanach/xlmr-chatgptdetect-noisy -396,SUCCESS,False,""" The first thing you need to know about the Internet , "" He...",False,1.0,0.145,almanach/xlmr-chatgptdetect-noisy -397,SUCCESS,False,Sometimes an established company may already have that name ...,False,0.957,0.093,almanach/xlmr-chatgptdetect-noisy -398,SUCCESS,False,"Ever seen Toy Story ? To boil it down to it 's simplest , it...",False,1.0,0.07,almanach/xlmr-chatgptdetect-noisy -399,SUCCESS,True,"In war, there are rules that are meant to protect civilians ...",True,1.0,0.162,almanach/xlmr-chatgptdetect-noisy -400,SUCCESS,True,A mortgage gift exchange is a financial arrangement in which...,True,1.0,0.188,almanach/xlmr-chatgptdetect-noisy -401,SUCCESS,True,"In the context of business asset transfer, tax allocation re...",True,1.0,0.168,almanach/xlmr-chatgptdetect-noisy -402,SUCCESS,True,Dogs don't live as long as people because they have a faster...,True,1.0,0.193,almanach/xlmr-chatgptdetect-noisy -403,SUCCESS,False,Driving in cities with traffic jams daily will quickly cure ...,False,1.0,0.057,almanach/xlmr-chatgptdetect-noisy -404,SUCCESS,False,I would imagine it 's a combination of factors here . The sn...,False,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -405,SUCCESS,False,The licenses for the mobile and browser version are differen...,False,1.0,0.058,almanach/xlmr-chatgptdetect-noisy -406,SUCCESS,True,The use of 60 as a base for measuring time can be traced bac...,True,1.0,0.223,almanach/xlmr-chatgptdetect-noisy -407,SUCCESS,True,It's hard to say exactly why some people might hate feminist...,True,1.0,0.19,almanach/xlmr-chatgptdetect-noisy -408,SUCCESS,False,I 'm not sure why I get morning wood but I think it has some...,False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -409,SUCCESS,False,The universe is not expanding into anything . The current ac...,False,1.0,0.103,almanach/xlmr-chatgptdetect-noisy -410,SUCCESS,True,Gym class parachutes are large pieces of fabric that are use...,True,1.0,0.159,almanach/xlmr-chatgptdetect-noisy -411,SUCCESS,True,Revenge is when someone does something bad to someone else o...,True,1.0,0.152,almanach/xlmr-chatgptdetect-noisy -412,SUCCESS,False,I am not a mathematician but I will present my theory anyway...,False,1.0,0.145,almanach/xlmr-chatgptdetect-noisy -413,SUCCESS,True,It's considered dangerous to use your cell phone near an ope...,True,1.0,0.122,almanach/xlmr-chatgptdetect-noisy -414,SUCCESS,True,It is common for car dealers to offer lower prices on used c...,True,1.0,0.19,almanach/xlmr-chatgptdetect-noisy -415,SUCCESS,False,Tesla cars are made in the U.S. and therefore have to be exp...,False,1.0,0.082,almanach/xlmr-chatgptdetect-noisy -416,SUCCESS,True,Black Friday is a shopping holiday that traditionally takes ...,True,1.0,0.144,almanach/xlmr-chatgptdetect-noisy -417,SUCCESS,False,"It creates some minor difficulties , but not as much as if y...",False,1.0,0.126,almanach/xlmr-chatgptdetect-noisy -418,SUCCESS,True,Gravity is what makes things fall down to the ground instead...,True,1.0,0.135,almanach/xlmr-chatgptdetect-noisy -419,SUCCESS,False,We do n't . It 's as simple as that : nobody has any idea wh...,False,1.0,0.084,almanach/xlmr-chatgptdetect-noisy -420,SUCCESS,True,A free radical is a type of molecule that has an unpaired el...,True,1.0,0.173,almanach/xlmr-chatgptdetect-noisy -421,SUCCESS,False,I think it 's because of the different roles the writers & d...,False,1.0,0.138,almanach/xlmr-chatgptdetect-noisy -422,SUCCESS,True,Scary things can seem scarier at night because our brains ar...,True,1.0,0.164,almanach/xlmr-chatgptdetect-noisy -423,SUCCESS,False,"A fire needs three things to keep burning : fuel , oxygen , ...",False,1.0,0.081,almanach/xlmr-chatgptdetect-noisy -424,SUCCESS,False,Welfare requires you to jump through administrative hoops in...,False,1.0,0.144,almanach/xlmr-chatgptdetect-noisy -425,SUCCESS,False,It 's useful because it tells you how you 're doing financia...,False,1.0,0.129,almanach/xlmr-chatgptdetect-noisy -426,SUCCESS,True,Derealization is a feeling of detachment or disconnection fr...,True,1.0,0.212,almanach/xlmr-chatgptdetect-noisy -427,SUCCESS,False,"Sometimes , tech support people ask this * * just to make su...",False,1.0,0.067,almanach/xlmr-chatgptdetect-noisy -428,SUCCESS,True,It depends on the specific terms of your internet service ag...,True,1.0,0.119,almanach/xlmr-chatgptdetect-noisy -429,SUCCESS,False,I suppose you can print them and hand them down . My wife pr...,False,1.0,0.096,almanach/xlmr-chatgptdetect-noisy -430,SUCCESS,True,"I'm sorry, but I don't have any information about Walmart em...",True,1.0,0.184,almanach/xlmr-chatgptdetect-noisy -431,SUCCESS,False,Basically it 's overused and in most cases also misused . Th...,False,1.0,0.172,almanach/xlmr-chatgptdetect-noisy -432,SUCCESS,True,"The four-digit extension on ZIP codes, also known as the ZIP...",True,1.0,0.189,almanach/xlmr-chatgptdetect-noisy -433,SUCCESS,True,"During takeoff and landing, the airplane is going through a ...",True,1.0,0.131,almanach/xlmr-chatgptdetect-noisy -434,SUCCESS,True,It's illegal to drive without a seat belt in a car because s...,True,1.0,0.146,almanach/xlmr-chatgptdetect-noisy -435,SUCCESS,True,Corporate personhood is the legal concept that a corporation...,True,1.0,0.184,almanach/xlmr-chatgptdetect-noisy -436,SUCCESS,True,Penny bid sites are online auctions where you can bid on ite...,True,1.0,0.139,almanach/xlmr-chatgptdetect-noisy -437,SUCCESS,True,"As we grow and develop, our bodies and tastes change. This c...",True,1.0,0.19,almanach/xlmr-chatgptdetect-noisy -438,SUCCESS,False,My theory . If you have 200 or so friends and you look at mo...,False,1.0,0.18,almanach/xlmr-chatgptdetect-noisy -439,SUCCESS,False,1 . Buy Patents 2 . Claim that someone is infringing on your...,False,1.0,0.085,almanach/xlmr-chatgptdetect-noisy -440,SUCCESS,False,"Suction , per my husband , who used to work on ATM machines ...",False,1.0,0.054,almanach/xlmr-chatgptdetect-noisy -441,SUCCESS,True,"Yes, cars have sensors that can measure their own speed. The...",True,1.0,0.14,almanach/xlmr-chatgptdetect-noisy -442,SUCCESS,True,Giving money as a gift is often considered impersonal becaus...,True,1.0,0.19,almanach/xlmr-chatgptdetect-noisy -443,SUCCESS,True,"When you make a phone call or send a text message, your phon...",True,1.0,0.184,almanach/xlmr-chatgptdetect-noisy -444,SUCCESS,True,Gabapentin (brand name Neurontin) is a medication that is pr...,True,1.0,0.192,almanach/xlmr-chatgptdetect-noisy -445,SUCCESS,True,"Iron is attracted to magnets, but the amount of iron in your...",True,1.0,0.176,almanach/xlmr-chatgptdetect-noisy -446,SUCCESS,True,Amputations are surgeries that involve removing a part of th...,True,1.0,0.187,almanach/xlmr-chatgptdetect-noisy -447,SUCCESS,True,It is not legal or safe to buy or sell marijuana in many pla...,True,1.0,0.124,almanach/xlmr-chatgptdetect-noisy -448,SUCCESS,True,The hypothesis is an important part of the scientific method...,True,1.0,0.186,almanach/xlmr-chatgptdetect-noisy -449,SUCCESS,False,Well everyone here is n't wrong to say things like it 's ref...,False,1.0,0.102,almanach/xlmr-chatgptdetect-noisy -450,SUCCESS,True,"""O level"" refers to the General Certificate of Education (GC...",True,1.0,0.126,almanach/xlmr-chatgptdetect-noisy -451,SUCCESS,True,Wikipedia is not a complete mess because it has a large comm...,True,1.0,0.158,almanach/xlmr-chatgptdetect-noisy -452,SUCCESS,False,The WWW is a service that runs on the Internet . There are m...,False,1.0,0.128,almanach/xlmr-chatgptdetect-noisy -453,SUCCESS,False,It would wash away from the rain since salt is water soluble...,False,1.0,0.088,almanach/xlmr-chatgptdetect-noisy -454,SUCCESS,False,If you put something in water it will move the water aside t...,False,1.0,0.164,almanach/xlmr-chatgptdetect-noisy -455,SUCCESS,True,"HTTP stands for ""Hypertext Transfer Protocol"" and it is the ...",True,1.0,0.19,almanach/xlmr-chatgptdetect-noisy -456,SUCCESS,False,The dogs are trained to be alerted by the smell of their own...,False,1.0,0.082,almanach/xlmr-chatgptdetect-noisy -457,SUCCESS,True,Trader Joe's is a grocery store chain that is known for its ...,True,1.0,0.156,almanach/xlmr-chatgptdetect-noisy -458,SUCCESS,True,It is difficult to determine the average American income bec...,True,1.0,0.199,almanach/xlmr-chatgptdetect-noisy -459,SUCCESS,True,Psych is an American comedy-drama television series that air...,True,1.0,0.095,almanach/xlmr-chatgptdetect-noisy -460,SUCCESS,False,""" Why do italian tanks have multiple reverse gears and only ...",False,1.0,0.055,almanach/xlmr-chatgptdetect-noisy -461,SUCCESS,False,They work when the elevator is in fireman control mode ....,False,1.0,0.057,almanach/xlmr-chatgptdetect-noisy -462,SUCCESS,True,Sure! A gigabyte is a unit of measurement for data. It's use...,True,1.0,0.166,almanach/xlmr-chatgptdetect-noisy -463,SUCCESS,True,"In the classic children's novel ""The Wizard of Oz,"" written ...",True,1.0,0.096,almanach/xlmr-chatgptdetect-noisy -464,SUCCESS,False,Why is it being linked with real time communication . Are we...,False,1.0,0.055,almanach/xlmr-chatgptdetect-noisy -465,SUCCESS,False,they may be willing to issue mortgages with smaller deposits...,False,1.0,0.207,almanach/xlmr-chatgptdetect-noisy -466,SUCCESS,True,"Yes, a finger injury can cause an infection if it is not pro...",True,1.0,0.143,almanach/xlmr-chatgptdetect-noisy -467,SUCCESS,False,"First of all , a regular computer * is n't * good at generat...",False,1.0,0.138,almanach/xlmr-chatgptdetect-noisy -468,SUCCESS,False,Cats are pretty much self - domesticated ( the ones that wou...,False,1.0,0.112,almanach/xlmr-chatgptdetect-noisy -469,SUCCESS,False,"Imagine a hollow sphere , made of glass , with a vacuum insi...",False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy -470,SUCCESS,True,"I'm sorry, but I don't have any information about a dish cal...",True,1.0,0.119,almanach/xlmr-chatgptdetect-noisy -471,SUCCESS,False,Military strength is measured by various factors . How big i...,False,1.0,0.118,almanach/xlmr-chatgptdetect-noisy -472,SUCCESS,False,It 's called type - casting . Elijah Wood will always be Fro...,False,1.0,0.1,almanach/xlmr-chatgptdetect-noisy -473,SUCCESS,True,The Flat Earth Society is a group of people who believe that...,True,1.0,0.137,almanach/xlmr-chatgptdetect-noisy -474,SUCCESS,False,Because you ca n't see the lego bricks on the carpet...,False,1.0,0.052,almanach/xlmr-chatgptdetect-noisy -475,SUCCESS,False,"In major studio films , the studio keeps most of the money ....",False,1.0,0.097,almanach/xlmr-chatgptdetect-noisy -476,SUCCESS,False,Complex numbers revolve around the number * i * . * i * is a...,False,1.0,0.148,almanach/xlmr-chatgptdetect-noisy -477,SUCCESS,True,The West (including countries like the United States and Eur...,True,1.0,0.187,almanach/xlmr-chatgptdetect-noisy -478,SUCCESS,True,There are a few reasons why you might not see news about Mon...,True,1.0,0.192,almanach/xlmr-chatgptdetect-noisy -479,SUCCESS,True,"When you have a cold, your body is trying to get rid of a vi...",True,1.0,0.178,almanach/xlmr-chatgptdetect-noisy -480,SUCCESS,True,"Piers Morgan is a British television presenter, journalist, ...",True,1.0,0.146,almanach/xlmr-chatgptdetect-noisy -481,SUCCESS,True,The value of tokens that you have purchased at an older pric...,True,1.0,0.168,almanach/xlmr-chatgptdetect-noisy -482,SUCCESS,True,"I'm sorry, but it is not possible for a vaccine to cause neu...",True,1.0,0.129,almanach/xlmr-chatgptdetect-noisy -483,SUCCESS,False,If foxtel is a cable provider then the reason is that the ne...,False,1.0,0.117,almanach/xlmr-chatgptdetect-noisy -484,SUCCESS,True,"I'm sorry, but I don't understand what you're asking. Could ...",True,1.0,0.06,almanach/xlmr-chatgptdetect-noisy -485,SUCCESS,True,"​ ··· ChatGPT Dec 15 Version. Free Research Preview. O...",True,1.0,0.177,almanach/xlmr-chatgptdetect-noisy -486,SUCCESS,False,NYSE and Nasdaq are secondary markets where stocks are bough...,False,1.0,0.069,almanach/xlmr-chatgptdetect-noisy -487,SUCCESS,True,Credit unions are not-for-profit financial cooperatives that...,True,1.0,0.178,almanach/xlmr-chatgptdetect-noisy -488,SUCCESS,False,"In the maintenance of file systems , defragmentation is a pr...",False,1.0,0.06,almanach/xlmr-chatgptdetect-noisy -489,SUCCESS,False,"No other countries want to pay for bases in the US , largely...",False,1.0,0.148,almanach/xlmr-chatgptdetect-noisy -490,SUCCESS,False,"Water does n't have a taste , or I guess I should say , we c...",False,1.0,0.086,almanach/xlmr-chatgptdetect-noisy -491,SUCCESS,False,"What makes you think they are "" more common than ever before...",False,1.0,0.057,almanach/xlmr-chatgptdetect-noisy -492,SUCCESS,True,"There are actually seat belts on some buses, but not all of ...",True,1.0,0.137,almanach/xlmr-chatgptdetect-noisy -493,SUCCESS,False,"Ok , let say that the doors are marked A , B and C. Suppose ...",False,1.0,0.174,almanach/xlmr-chatgptdetect-noisy -494,SUCCESS,False,A multivitamin is like a safety net . It assures you gets en...,False,1.0,0.129,almanach/xlmr-chatgptdetect-noisy -495,SUCCESS,False,The [ Maillard Reaction ] ( URL_0 ) is a chemical reaction w...,False,1.0,0.156,almanach/xlmr-chatgptdetect-noisy -496,SUCCESS,True,"When you inject a liquid into your body, the extra liquid go...",True,1.0,0.194,almanach/xlmr-chatgptdetect-noisy -497,SUCCESS,True,"The term ""gringo"" is a Spanish word that is often used to re...",True,1.0,0.154,almanach/xlmr-chatgptdetect-noisy -498,SUCCESS,True,There are many reasons why some Republicans opposed Hillary ...,True,1.0,0.123,almanach/xlmr-chatgptdetect-noisy -499,SUCCESS,False,Market cap is the current value of a company's equity and is...,False,1.0,0.116,almanach/xlmr-chatgptdetect-noisy diff --git a/backend/evaluation_raw_results-bibbbu/confusion_matrix.png b/backend/evaluation_raw_results-bibbbu/confusion_matrix.png deleted file mode 100644 index 2a46c0ec468a81090db52a82637082808d556a53..0000000000000000000000000000000000000000 Binary files a/backend/evaluation_raw_results-bibbbu/confusion_matrix.png and /dev/null differ diff --git a/backend/evaluation_raw_results-bibbbu/evaluation_summary_report.txt b/backend/evaluation_raw_results-bibbbu/evaluation_summary_report.txt deleted file mode 100644 index ae17703081d8043dea437f18b32b61b275b28c8f..0000000000000000000000000000000000000000 --- a/backend/evaluation_raw_results-bibbbu/evaluation_summary_report.txt +++ /dev/null @@ -1,17 +0,0 @@ -================================================== - RAPORT JAKOŚCI USŁUGI DETEKCJI TEKSTU -================================================== -Zanalizowano pomyślnie próbki: 500 / 500 -Ogólna dokładność (Accuracy): 96.20% -Średni czas analizy: 0.256 sekundy - -Szczegółowe metryki klasyfikacji: - precision recall f1-score support - -REAL (Human) 1.00 0.93 0.96 250 - FAKE (AI) 0.93 1.00 0.96 250 - - accuracy 0.96 500 - macro avg 0.96 0.96 0.96 500 -weighted avg 0.96 0.96 0.96 500 -================================================== diff --git a/backend/evaluation_raw_results-bibbbu/multilingual-ai-human-detector_xlm-roberta-base.csv b/backend/evaluation_raw_results-bibbbu/multilingual-ai-human-detector_xlm-roberta-base.csv deleted file mode 100644 index 5a9dcb3e993594e1b9905fb6f759a2e2dadebd55..0000000000000000000000000000000000000000 --- a/backend/evaluation_raw_results-bibbbu/multilingual-ai-human-detector_xlm-roberta-base.csv +++ /dev/null @@ -1,501 +0,0 @@ -id,text_snippet,ground_truth,predicted,confidence,analysis_time,used_model,status -0,Aging is the process by which our bodies and cells get older...,True,True,1.0,58.915,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -1,Some stickers are put there to show if unauthorized servicin...,False,False,0.999,0.073,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -2,only one key on me keyboard be workin ' proper with caps loc...,False,False,0.999,0.067,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -3,But the ball is also rotating with the earth . And so are yo...,False,False,0.999,0.073,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -4,There are currently seven professional hockey teams in Canad...,True,True,0.999,0.15,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -5,Oxford University Press (OUP) is a department of the Univers...,True,True,1.0,0.159,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -6,Gregory I. Piatetsky-Shapiro (born 7 April 1958) is a data s...,False,True,0.999,0.106,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -7,Kanji (; ) are the adopted logographic Chinese characters ( ...,False,False,0.999,0.093,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -8,Chemotherapy is a type of treatment that uses powerful medic...,True,True,1.0,0.155,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -9,When you sneeze or experience some other kind of strong phys...,True,True,1.0,0.158,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -10,"If humanity started out with only two people, it's possible ...",True,True,1.0,0.188,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -11,The BBC Model B is a computer that was made by the British c...,True,True,0.999,0.186,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -12,A web browser is a piece of software that you use to access ...,True,True,1.0,0.195,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -13,"It started as a travel guide for motorists , which makes sen...",False,False,0.999,0.152,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -14,Sure! I'd be happy to help explain the difference between bi...,True,True,1.0,0.22,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -15,No. The intro rate is a gambit by the bank - they accept los...,False,True,0.999,0.111,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -16,The Freedom of Religion clause says this : > Congress shall ...,False,False,0.999,0.099,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -17,'Cause the right side of your body has a fricken body lying ...,False,False,0.999,0.075,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -18,It is generally not advisable to withdraw funds from a retir...,True,True,1.0,0.184,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -19,I'm sorry to hear about the health issues that some Ground Z...,True,True,1.0,0.142,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -20,If you need to amend your tax return to correctly report gai...,True,True,1.0,0.173,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -21,No NFL team wants to come off as that asshole team who sues ...,False,False,0.999,0.075,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -22,The money you give allows the bank to give it to other peopl...,False,False,0.999,0.108,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -23,Administrative Professionals' Day (also known as Administrat...,True,True,1.0,0.131,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -24,Curt Schilling is a former Major League Baseball (MLB) playe...,True,True,1.0,0.13,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -25,"Ultimately , there are only going to be a few ' links ' betw...",False,False,0.999,0.159,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -26,So its only a matter of relative blood supply as opposed to ...,False,False,0.999,0.059,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -27,"I'm sorry, but you haven't provided me with enough informati...",True,True,1.0,0.07,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -28,Shi'ites think that leadership in Islam should be hereditary...,False,False,0.999,0.155,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -29,It is impossible to produce random numbers by using an algor...,False,False,0.999,0.216,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -30,"The current actually does the damage , but it 's the high vo...",False,False,0.999,0.109,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -31,Posting a video of someone else without their permission can...,True,True,1.0,0.169,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -32,"A doctor said it once , so celebs jumped on board and made a...",False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -33,Wind is caused by the movement of air. Air is made up of tin...,True,True,1.0,0.223,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -34,"Internet Explorer 9 (IE9) was released on March 14, 2011. It...",True,True,1.0,0.115,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -35,I think op actually wants to KNOW the science behind the hea...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -36,The Dalai Lama is tibeten . Tibet is controlled by China and...,False,False,0.999,0.133,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -37,I'm sorry to hear about the attacks on vaccine teams. The Ta...,True,True,1.0,0.171,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -38,Martin Luther King Jr. Day is a federal holiday in the Unite...,True,True,1.0,0.14,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -39,\nA railgun is a type of cannon that uses electricity to acc...,True,True,1.0,0.185,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -40,Hatches and SUVs often have rear windshield wipers because t...,True,True,1.0,0.168,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -41,"PCI stands for Peripheral Component Interconnect, and it is ...",True,True,1.0,0.179,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -42,Canned air duster is a product that is used to blow dust and...,True,True,1.0,0.204,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -43,"The dry air can promote a response from your body , similar ...",False,False,0.999,0.077,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -44,"The menstrual cycle is run by hormones , little messengers e...",False,False,0.999,0.248,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -45,the short version is that a burn sucks because your body now...,False,False,0.999,0.152,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -46,"Disulfide bonds, also known as disulfide bridges, are covale...",True,True,1.0,0.208,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -47,"In the first 3 days , the body is still using energy from gl...",False,False,0.999,0.133,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -48,A lighter doesn't explode when it's lit because the flame fr...,True,True,1.0,0.14,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -49,It 's very nice to be able to separate what goes into our st...,False,False,0.999,0.116,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -50,"Defamation is very technical , its not just "" saying stuff t...",False,False,0.999,0.135,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -51,There 's a muscle right under your lungs . You use that musc...,False,False,0.999,0.147,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -52,"Look into the definition of ""primary residence"" for your jur...",False,True,0.998,0.075,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -53,It is generally not recommended to watch a microwave while i...,True,True,1.0,0.186,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -54,Homing pigeons only know how to fly back home . If you want ...,False,False,0.999,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -55,Yup so pretty much as said before it would affect the Coriol...,False,False,0.999,0.139,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -56,"In movies and TV shows, filmmakers use a technique called ""a...",True,True,1.0,0.144,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -57,"Sure, I'd be happy to help clarify some stock terminology fo...",True,True,1.0,0.077,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -58,"That 's kind of like asking , "" Why are there capascin recep...",False,False,0.999,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -59,"Saliva flows and is replaced in your mouth when you move , s...",False,False,0.999,0.103,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -60,A turbocharger is a device that helps a car's engine produce...,True,True,1.0,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -61,"They hire temporary staff , just like all other companies th...",False,False,0.999,0.067,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -62,The WWW is a service that runs on the Internet . There are m...,False,False,0.999,0.137,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -63,Let 's play a game . You and your friend want to hang out to...,False,False,0.999,0.265,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -64,"Yes, fish do drink water! Fish are living creatures just lik...",True,True,1.0,0.141,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -65,Burgundy is a dark red color. It is often described as a dee...,True,True,1.0,0.123,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -66,It 's to prevent fraud . You can almost trick any system to ...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -67,They did n't require the dental hygiene we do because their ...,False,False,0.999,0.084,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -68,Lets say you take an orange and squeeze it . You have yourse...,False,False,0.999,0.234,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -69,A bond is a debt security that represents a loan made by an ...,True,True,1.0,0.214,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -70,Cricket ! ? No one in the world understands cricket ! You ha...,False,False,0.975,0.067,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -71,Frank Sinatra was a highly successful and influential singer...,True,True,1.0,0.125,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -72,!network errorThere was an error generating a response...,True,False,0.999,0.064,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -73,"Self-destructive behavior, also called self-harm, is when so...",True,True,1.0,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -74,Soap is made up of molecules that have two ends. One end of ...,True,True,1.0,0.186,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -75,I would guess that it 's because they set their thermostat t...,False,False,0.999,0.082,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -76,"I'm sorry, but I am not able to provide information about cu...",True,True,1.0,0.179,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -77,There are a few reasons why some people might think that pol...,True,True,1.0,0.142,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -78,There are a few reasons why people might prefer cooking on a...,True,True,1.0,0.192,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -79,"When you eat food, your body digests it in your stomach and ...",True,True,1.0,0.226,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -80,Counting to four in music is a way of keeping track of the b...,True,True,1.0,0.212,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -81,It is technically possible for individuals to engage in high...,True,True,1.0,0.201,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -82,Ho Chi Minh was a Vietnamese communist revolutionary leader ...,True,True,1.0,0.213,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -83,"Cats are naturally curious animals, and they often like to e...",True,True,1.0,0.2,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -84,"Auburndale is a city in Polk County, Florida, United States....",True,True,0.999,0.111,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -85,It all can be to the best of my knowledge since alcohol kill...,False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -86,Cheap housing in the US has all their AC visible ....,False,False,0.999,0.058,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -87,I happen to be gay . I support politicians who believe I des...,False,False,0.999,0.102,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -88,A single shot of espresso typically contains about 30-50 mil...,True,True,1.0,0.197,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -89,There are many reasons why people might move from one region...,True,True,1.0,0.185,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -90,Radiolab had an episode about precisely this question : URL_...,False,False,0.999,0.111,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -91,Imagine it this way : you 've been watching two slugs trying...,False,False,0.999,0.184,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -92,"No, the expense ratio would be something you wouldn't be cha...",False,True,1.0,0.146,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -93,A zero-tolerance policy is a rule that says that certain act...,True,True,1.0,0.136,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -94,The same way we could buy and sell produce between us after ...,False,False,0.999,0.072,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -95,[ Long version of what is a hedge fund ] ( URL_0 ) Short ver...,False,False,0.999,0.229,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -96,"If you saw yourself while time traveling, it could potential...",True,True,1.0,0.219,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -97,Having a system based around the number 60 makes for easy di...,False,False,0.999,0.083,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -98,"I'm sorry, but I am an AI language model and am not able to ...",True,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -99,Find a lawyer or law firm who wants to represent you and tal...,False,True,1.0,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -100,"It eliminates the need for a mechanical transmission , which...",False,False,0.999,0.097,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -101,"To be fair , English speakers drop Spanish words into their ...",False,False,0.999,0.153,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -102,Pimples are caused by a buildup of oil and dead skin cells i...,True,True,1.0,0.164,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -103,"I'm sorry, but I'm not able to provide information about the...",True,True,1.0,0.21,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -104,The ETF price quoted on the stock exchange is in principle n...,False,True,1.0,0.117,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -105,"I'm sorry, but I don't have any information about a subreddi...",True,True,1.0,0.104,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -106,Procrastination is when we put off doing something that we k...,True,True,1.0,0.199,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -107,Grover's algorithm is a quantum algorithm that can search th...,True,True,1.0,0.199,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -108,Mark Zuckerberg is the CEO of Facebook. He co-founded the so...,True,True,1.0,0.103,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -109,It's not necessarily a crime for a news organization to inte...,True,True,1.0,0.154,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -110,It is a terrible book to read if your desire it to learn abo...,False,False,0.999,0.074,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -111,"When you feel the wind, you are actually feeling the movemen...",True,True,1.0,0.147,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -112,DirectX is a collection of multimedia APIs for programmers ....,False,False,0.999,0.157,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -113,"I'm sorry, but I don't have any information about a current ...",True,True,1.0,0.192,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -114,They are used to add a word that the author have added that ...,False,False,0.999,0.129,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -115,Traceroute (also known as tracert on Windows systems) is a t...,True,True,1.0,0.219,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -116,chat.openai.comChecking if the site connection is securechat...,True,True,0.998,0.101,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -117,"I'm sorry, but I am not able to access information about spe...",True,True,1.0,0.087,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -118,You could try giving this a try : URL_0 From what I can gath...,False,False,0.999,0.145,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -119,Scientists and good wannabee scientists hate it because it '...,False,False,0.999,0.193,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -120,You are not obligated to file your taxes with HR Block or an...,True,True,1.0,0.131,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -121,"He wears a metal suit , and causes magnetic fields to attrac...",False,False,0.999,0.101,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -122,"Shem ( ; Sēm; Arabic : Sām; Ge'ez : ሴም, Sēm; ""renown; prospe...",False,False,0.999,0.102,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -123,Men and women have different chess tournaments because chess...,True,True,1.0,0.161,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -124,Photographs can sometimes look different from what we see in...,True,True,1.0,0.18,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -125,Hi!welcome to healthcaremagic.com.Since you are not able to ...,False,False,0.999,0.126,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -126,"Water conservation is about using water efficiently, which m...",True,True,1.0,0.174,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -127,"In 2017, a passenger named Dr. David Dao was violently remov...",True,True,1.0,0.161,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -128,I 'm not sure people think in any language at all . It 's al...,False,False,0.999,0.106,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -129,Computer programmers write the error message into their soft...,False,False,0.999,0.121,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -130,"In the past, some actors and actresses in black and white mo...",True,True,1.0,0.107,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -131,"No, the baby will not look exactly like either of the twins ...",True,True,1.0,0.12,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -132,Some parts of the Earth 's surface are hotter than others . ...,False,False,0.999,0.099,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -133,It is generally not necessary to write the date on the back ...,True,True,1.0,0.202,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -134,They started out as a way to keep hair from getting into foo...,False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -135,Unicorns are mythical creatures that have been depicted in s...,True,True,1.0,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -136,Wireless keyboards and mice use different types of technolog...,True,True,1.0,0.182,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -137,r/circlejerk is a subreddit where people post jokes and humo...,True,True,1.0,0.169,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -138,Ignore useful . How a discovery is used is of zero concern ....,False,False,0.999,0.187,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -139,"If they 're still plugged in , yes , they 're continuing to ...",False,False,0.999,0.181,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -140,The polar ice caps are made of freshwater because they are f...,True,True,1.0,0.177,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -141,The original True Grit film was released in 1969 and starred...,True,True,0.999,0.115,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -142,"Executing prisoners by gunshot to the back of the head, also...",True,True,1.0,0.194,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -143,There is no mini version of Google stock. Google is a public...,True,True,1.0,0.087,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -144,"Switchblades, also known as automatic knives, are illegal in...",True,True,1.0,0.156,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -145,"When they 're close to the ground , they 're still accelerat...",False,False,0.999,0.083,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -146,"In financial markets, the terms ""bid"" and ""ask"" refer to the...",True,True,1.0,0.175,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -147,"A league is a unit of distance, usually used to measure the ...",True,True,1.0,0.089,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -148,Water is not commonly sold in cans because cans are usually ...,True,True,1.0,0.125,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -149,They were meant to attack bombers that were themselves carry...,False,False,0.999,0.119,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -150,"When you work your muscles , it costs your body energy . The...",False,False,0.999,0.14,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -151,"In a hotel with central heating and cooling (HVAC), each roo...",True,True,1.0,0.171,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -152,"When you feel nervous or scared, your body goes into ""fight ...",True,True,1.0,0.145,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -153,Sufficiently advanced technology is indistinguishable from m...,False,False,1.0,0.064,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -154,In larger cities there are numerous traffic sensors that are...,False,False,0.999,0.12,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -155,It really depends on the quality of the dollar store glasses...,False,False,0.999,0.187,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -156,“ Based means being yourself . Not being scared of what peop...,False,False,0.999,0.16,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -157,Place yourself in the sentenced person shoes . Would you lik...,False,False,0.999,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -158,"Westboro Baptist Church is a small, extremist group that has...",True,True,1.0,0.159,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -159,Off-brand batteries are cheaper than name-brand batteries be...,True,True,1.0,0.148,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -160,yes it can be a reaction to pain and also anxiety of meeting...,False,False,0.999,0.073,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -161,"They ca nt , but they can be given a [ table of symbols ] ( ...",False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -162,Or they could go the parks and rec route and use alta vista...,False,False,0.999,0.058,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -163,It 's from cheaper dog foods that are full of ash and crushe...,False,False,0.999,0.082,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -164,Most animals have two eyes because two eyes give them the ab...,True,True,1.0,0.184,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -165,it could be MS. it could also not be MS and be many more dis...,False,False,0.999,0.087,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -166,"She was n't recording herself , she was recording others . A...",False,False,0.999,0.062,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -167,Dontforgetpants ' response seems to hit the nail on the head...,False,False,0.999,0.107,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -168,The sun looks yellow in some videos because the atmosphere o...,True,True,1.0,0.147,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -169,"The CIA is a foreign intelligence service , which is tasked ...",False,False,0.999,0.096,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -170,If a parking ticket is lost or destroyed before the owner is...,True,True,1.0,0.131,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -171,Sure you can . The Stuxnet virus was software intended to da...,False,False,0.999,0.065,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -172,I am a huge fan of [ this chart ] ( URL_0 ) for all of the i...,False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -173,[ This is a really good explanation ] ( URL_0 ) . For a long...,False,False,0.999,0.067,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -174,God punished Egypt for not releasing God 's people when inst...,False,False,0.999,0.13,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -175,"​ ··· ChatGPT Dec 15 Version. Free Research Preview. O...",True,True,0.99,0.185,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -176,"No, collecting and recycling your own pee and sweat will not...",True,True,1.0,0.135,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -177,"Yes, drinking 3 glasses of beer will make you urinate more t...",True,True,1.0,0.201,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -178,The only reason why Texas is commonly considered is because ...,False,False,0.999,0.117,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -179,You have fluid in your inner ear that helps your brain figur...,False,False,0.999,0.066,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -180,"When you exercise options early, the tax implications will d...",True,True,1.0,0.192,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -181,"As of September 2021, the two senators representing Louisian...",True,True,0.999,0.148,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -182,It was called the ' goddamned particle ' first and then it w...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -183,The hundred dollar bill features a portrait of Benjamin Fran...,True,True,1.0,0.119,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -184,"Hello Prabash,Please consult with a psychiatrist as your mam...",False,True,0.993,0.072,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -185,"Albany is a city located in Linn County, Oregon, United Stat...",True,True,0.999,0.072,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -186,Mostly because the vast majority of the surface of this plan...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -187,Viruses are n't actually organisms by the strict definition ...,False,False,0.999,0.087,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -188,"A surveyor's wheel, also known as a measuring wheel or a dis...",True,True,1.0,0.15,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -189,Coffee is often served at a high temperature because it is b...,True,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -190,"When people are feeling anxious or stressed, they may feel s...",True,True,1.0,0.194,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -191,It sounds like you may be experiencing a phenomenon called a...,True,True,1.0,0.187,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -192,The Fibonacci sequence is a series of numbers in which each ...,True,True,0.999,0.119,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -193,"When you drink alcohol , it passes through your liver where ...",False,False,0.999,0.174,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -194,Making a movie is expensive for a lot of reasons. One reason...,True,True,1.0,0.134,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -195,"When you install a program, you are adding new files to your...",True,True,1.0,0.149,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -196,"It is n't . Much better to use vinegar , and simply because ...",False,False,0.999,0.073,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -197,"if they are truly A - list , they do n't file , they pay som...",False,False,0.999,0.062,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -198,"It 's a blurry line , and stout is derived from porter . I u...",False,False,0.999,0.115,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -199,"well it 's been around for decades , and is linked to homose...",False,False,0.999,0.079,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -200,Lots of the byproducts of combustion have phenolic structure...,False,False,0.999,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -201,Easy first example : Oarsman : Regatta::jockey : _ _ _ _ _ _...,False,False,1.0,0.093,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -202,A modern torpedo like the Mk 48 ADCAP has a 50 km range so t...,False,False,0.999,0.082,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -203,This whole new attack against Amazon to make them pay a sale...,False,False,0.999,0.093,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -204,There are a few reasons why the closing price of a stock mig...,True,True,1.0,0.171,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -205,"Basically , a business plan is a document that describes wha...",False,False,0.999,0.135,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -206,The scientific name of the eastern tiger salamander is Ambys...,True,True,1.0,0.155,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -207,The seasonal nature of the flu has not been established by r...,False,False,0.999,0.171,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -208,This is Swolehate . Please cease and disist your discriminat...,False,False,0.999,0.071,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -209,It 's a lot cheaper to put window AC in than central AC . Pl...,False,False,0.999,0.064,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -210,Sure! People have always needed a way to distinguish one per...,True,True,1.0,0.137,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -211,An inner monologue is the internal voice in our head that we...,True,True,1.0,0.155,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -212,This is a better explaination : Lottery bonds are a type of ...,False,False,0.999,0.095,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -213,"Shaving certain parts of the body, such as the face or legs,...",True,True,1.0,0.202,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -214,Sure! A turtle is a type of animal that has a hard shell on ...,True,True,1.0,0.198,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -215,A filibuster is a tactic used in the United States Senate to...,True,True,1.0,0.178,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -216,"Living beings , including humans , are mostly water . When w...",False,False,0.999,0.103,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -217,The muzzle energy of a bullet is a measure of how much energ...,True,True,1.0,0.206,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -218,Because most meetings are run and/or structured badly and ar...,False,False,0.999,0.07,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -219,* brief horrified daydream of being belted to a 500 - pound ...,False,False,0.999,0.099,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -220,Sure! Sympathy and empathy are similar in that they both inv...,True,True,1.0,0.204,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -221,Starts with the same template . Would n't say this to a 5 ye...,False,False,0.999,0.075,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -222,Brett Favre started 297 consecutive games over the course of...,True,True,0.999,0.135,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -223,"A digital image is an image composed of picture elements, al...",False,True,1.0,0.137,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -224,The University of Western Australia (UWA) is a public resear...,True,True,0.999,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -225,It does n't . The NDAA contains two sections ( 1031 and 1032...,False,False,0.999,0.166,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -226,"You likely have tinnitus , possibly an industrial hearing lo...",False,False,0.999,0.11,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -227,There are a few reasons why British actors might get cast in...,True,True,1.0,0.174,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -228,"Take an egg from your fridge , and try to hold it from the t...",False,False,0.999,0.088,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -229,It is generally the case that an individual will be liable f...,True,True,1.0,0.16,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -230,There is definitely such thing as eating too much fish in te...,False,False,0.999,0.088,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -231,There are two things to note in addition to what /u / UlmusI...,False,False,0.999,0.227,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -232,Cloning is a scientific process that involves creating a gen...,True,True,1.0,0.206,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -233,A meteor is a big rock that falls from space and lands on Ea...,True,True,1.0,0.166,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -234,"In dreams, your body is actually paralyzed and unable to mov...",True,True,1.0,0.148,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -235,"[ It is n't . ] ( URL_0 ) * "" But "" hot "" water for hand was...",False,False,0.999,0.134,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -236,Their truest peers would be . But at the same time those wou...,False,False,0.999,0.091,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -237,"The question has no meaning , because ' expansion ' is n't e...",False,False,0.999,0.098,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -238,SeaWorld gets their killer whales (also known as orcas) thro...,True,True,1.0,0.219,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -239,"When you listen to loud music, you can damage the tiny hair ...",True,True,1.0,0.204,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -240,"When you 're that tired , part of your brain goes on vacatio...",False,False,0.999,0.087,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -241,The ointment keeps the wound moist which promotes healing . ...,False,False,0.999,0.073,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -242,A lot of our sense of taste is actually our sense of smell ....,False,False,0.999,0.071,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -243,"When people are pointing guns at each other, it is usually b...",True,True,1.0,0.149,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -244,"Technically , that apple seed will stay alive until it rots ...",False,False,0.999,0.057,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -245,A Nazi lives in 1930s-40s Germany . A Neo - Nazi lives now ....,False,False,0.999,0.059,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -246,"Well , just downloading a torrent is n't illegal - it 's the...",False,False,0.999,0.101,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -247,David Ortiz is a retired professional baseball player from t...,True,True,1.0,0.111,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -248,"In ice hockey, ""high sticking"" refers to the act of hitting ...",True,True,1.0,0.199,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -249,"The green color on the Mexican flag represents hope, joy, an...",True,True,1.0,0.179,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -250,"They can completely decay . However , you ca n't determine a...",False,False,0.999,0.104,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -251,Pretty much the same reason Star Wars does . The game was qu...,False,False,0.999,0.1,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -252,There are a few reasons why some people might not like Dane ...,True,True,1.0,0.152,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -253,Being scared can be exciting because it gives us a rush of a...,True,True,1.0,0.175,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -254,"When something is made from concentrate, it means that it wa...",True,True,1.0,0.099,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -255,Season 2 of Project Runway was won by Chloe Dao. The show ai...,True,True,1.0,0.104,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -256,Optical fibers are made of very thin strands of glass or pla...,True,True,1.0,0.173,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -257,Ozone is too reactive to exist in quantity near the ground ....,False,False,0.999,0.093,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -258,"He is worse than a little creepy / crap photographer , he is...",False,False,0.999,0.098,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -259,"Dr. J.B. Danquah was a Ghanaian lawyer, politician, and inde...",True,True,0.999,0.162,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -260,Water doesn't have any calories because it doesn't contain a...,True,True,1.0,0.195,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -261,Eating and drinking certain foods can definitely impact your...,True,True,1.0,0.201,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -262,The Big Bang is the name scientists give to the event that h...,True,True,1.0,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -263,"Working in the industry , I can tell you that the engineers ...",False,False,0.999,0.144,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -264,"I don't know if those machines work this way in the UK too, ...",False,True,0.999,0.138,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -265,"There are technical differences between the 2 , but the core...",False,False,0.999,0.149,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -266,All points in the universe are growing further apart from ea...,False,False,0.999,0.167,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -267,Welcome to Healthcare MagicYou could be having irritable bow...,False,True,1.0,0.112,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -268,Game shows can make money in a few different ways. One way i...,True,True,1.0,0.17,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -269,"Well , you need references and first and last months rent , ...",False,False,0.999,0.099,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -270,"You do n't get to 10,000 subscribers without making a few tr...",False,False,0.999,0.06,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -271,Those black cables that you see running across the road are ...,True,True,1.0,0.145,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -272,Light spectra have what are called absorption lines in them ...,False,False,0.999,0.184,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -273,"Existing shareholders do have a say , usually . Most corpora...",False,False,0.999,0.065,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -274,"In a single driver audio system, multiple frequencies can be...",True,True,1.0,0.208,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -275,"If you were to look at a cross section of a hair , like the ...",False,False,0.999,0.09,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -276,Small talk is a way for people to have a friendly conversati...,True,True,1.0,0.128,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -277,! Only one message at a time. Please allow any other respons...,True,True,0.999,0.065,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -278,"As an AI, I don't have personal preferences or opinions. My ...",True,True,1.0,0.153,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -279,The Renaissance was a time period in European history that l...,True,True,1.0,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -280,Time is a measure of how long events take to happen. It's wh...,True,True,1.0,0.195,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -281,Lung effusion is the accumulation of fluid in the space arou...,True,True,1.0,0.147,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -282,"That 's the Balducci levitation , and he did n't invent it ....",False,False,0.999,0.104,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -283,"When you snort water, it can go up into your nose and then d...",True,True,1.0,0.164,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -284,It is theoretically possible for one person with an unlimite...,True,True,1.0,0.17,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -285,Aereo was a company that allowed users to watch television c...,True,True,1.0,0.188,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -286,"hi,thank you for providing the brief history of you.A thorou...",False,False,0.803,0.122,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -287,There are a lot of personal injury lawyers because people ge...,True,True,1.0,0.161,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -288,"I 've seen an article on how they filmed that scene , FooHen...",False,False,0.999,0.1,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -289,It is . Hot water strips your body 's natural oils a lot fas...,False,False,0.999,0.065,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -290,Let 's say the earth is cold and there is no wind resistance...,False,False,0.999,0.128,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -291,ORACLE is involved . That accounts for $ 250 million of the ...,False,False,0.999,0.07,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -292,It's not accurate to say that all mass murderers and terrori...,True,True,1.0,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -293,That 's probably a MIG-35 . It has a thrust / weight ratio g...,False,False,0.999,0.14,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -294,French is spelled phonetically with very few exceptions . So...,False,False,0.999,0.123,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -295,"The United States supported the Contras, who were a group of...",True,True,1.0,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -296,> People with obsessive compulsive disorder are often aware ...,False,False,0.999,0.16,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -297,"I BELIEVE : Usually , there are sensors in the road under th...",False,False,0.999,0.079,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -298,"It is not uncommon for tax software, such as H&R Block, to i...",True,True,1.0,0.169,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -299,"When you download a game, you are usually just downloading t...",True,True,1.0,0.137,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -300,One tablespoon of water is equal to approximately 15 millili...,True,True,1.0,0.09,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -301,Heaters work by converting electricity into heat. They do th...,True,True,1.0,0.206,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -302,"A picture paints a thousand words , so [ here 's a diagram o...",False,False,0.999,0.082,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -303,"Sometimes people might not know how to use Google, or they m...",True,True,1.0,0.123,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -304,i can tell you i joined the army at 18 and got deployed righ...,False,False,0.999,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -305,"There are many possible causes of headache, neck pain, and b...",True,True,1.0,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -306,Burlesque originally developed as a racy satire show in resp...,False,False,1.0,0.235,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -307,Sound mass is a compositional technique that involves the us...,True,True,1.0,0.107,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -308,Jet engines operate using the [ Brayton Cycle ] ( URL_0 ) wh...,False,False,0.999,0.101,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -309,AMD is doing more than just laying off staff. Their earnings...,False,True,1.0,0.147,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -310,Hi thank you for posting your query in HCM.SGOT AND SGPT are...,False,False,0.585,0.156,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -311,"I think there is a HUGE distinction between "" lazy "" and con...",False,False,0.999,0.157,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -312,Lips serve many important functions. One of their main funct...,True,True,1.0,0.205,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -313,"Fish is a very broad group of animals ; lions , wolves , and...",False,False,0.999,0.094,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -314,It is not surprising that people did not realize the negativ...,True,True,1.0,0.146,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -315,Streaming is something you watch that you do n't have a copy...,False,False,0.999,0.127,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -316,Muscles get bigger when we lift weights because lifting weig...,True,True,1.0,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -317,"At night, when it's quiet and there are fewer distractions, ...",True,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -318,In Italy (even with taxes that are more than 50% on income) ...,False,True,0.997,0.18,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -319,It has a lot to do with diet and lifestyle as well ... Short...,False,False,0.997,0.061,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -320,If you 're travelling on the beaten path in Italy you 'll fi...,False,False,0.999,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -321,As the sun sets various light wavelengths are absorbed diffe...,False,False,0.999,0.084,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -322,Popcorn is a type of corn that has a hard outer shell called...,True,True,1.0,0.223,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -323,It usually sends a signal to the phone to see if it is compa...,False,False,0.999,0.077,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -324,"Non-nicotine electronic cigarettes, also known as e-cigarett...",True,True,1.0,0.173,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -325,"A lot of mammals have a uterus shaped more like a V , or mor...",False,False,0.999,0.164,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -326,"For me , I pirate content I would n't purchase in the first ...",False,False,0.999,0.094,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -327,A file server is a server which main purpose is to store fil...,False,False,0.999,0.125,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -328,The Puritans were various groups who advocated from serious ...,False,False,0.999,0.17,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -329,It is not always possible to simply cut away cancerous tissu...,True,True,1.0,0.184,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -330,I do n't remember the time I successfully managed to watch a...,False,False,0.999,0.112,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -331,"Ignoring the problem of the pool holding the water , since w...",False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -332,Reddit moderators are volunteers who help manage the content...,True,True,1.0,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -333,I can think of a few reasons . One that no one seems to have...,False,False,0.999,0.176,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -334,There are a few options for someone who is intelligent but i...,True,True,1.0,0.197,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -335,"When you save a Word document to a USB stick, the informatio...",True,True,1.0,0.198,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -336,A turbocharger is a device that is used to boost the power o...,True,True,1.0,0.239,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -337,I 've never seen anyone tilt it up . Every car I 've been in...,False,False,0.999,0.082,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -338,Online videos and GIFs are two different types of media that...,True,True,1.0,0.188,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -339,It is unfortunate that some people who called themselves Chr...,True,True,1.0,0.189,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -340,"""Black Velvet"" is a song written by David Tyson, Christopher...",True,True,1.0,0.091,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -341,Predicting how long a task will take can be difficult for a ...,True,True,1.0,0.137,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -342,Good question . I 'm fed up with people saying ' u look tire...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -343,"The Beatles released ""I Want to Hold Your Hand"" in 1964. It ...",True,True,0.999,0.105,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -344,"Why does anyone major in anything ? I think at its core , pe...",False,False,0.999,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -345,That transaction probably cost the merchant $0.50 + 3% or cl...,False,True,0.977,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -346,It is not always necessary to undergo surgery for a bicuspid...,True,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -347,""" Alcohol "" refers to a class of compounds that contain a hy...",False,False,0.999,0.107,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -348,"In addition to what Get_a_GOB and da1 m adequately wrote , h...",False,False,1.0,0.074,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -349,"When you read something, the words you see on the page or sc...",True,True,1.0,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -350,Mostly so that a 24 week long season occupies more than half...,False,False,0.998,0.058,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -351,"As a guitarist , here is how I see it : it does n't work tha...",False,False,0.999,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -352,Because there are a LOT of people who get their account hack...,False,False,0.999,0.075,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -353,Hopefully they would n't get charged-- prosecutors got ta ge...,False,False,0.999,0.166,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -354,This is known as [ Olber 's Paradox ] ( URL_0 ) . Because th...,False,False,0.999,0.179,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -355,"Sure! Decriminalization means that a certain activity, such ...",True,True,1.0,0.184,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -356,A full-time job typically refers to a job that requires a pe...,True,True,1.0,0.131,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -357,Bob Seger is an American singer-songwriter who was born on M...,True,True,1.0,0.115,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -358,"I completely agree with Whazzits definition of a melody , bu...",False,False,0.999,0.107,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -359,Sure! Catchers in baseball give pitchers hand signals to let...,True,True,1.0,0.177,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -360,It is not currently possible to keep a person alive forever ...,True,True,1.0,0.207,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -361,When brass instruments first came out they did n't have valv...,False,False,0.999,0.123,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -362,Sodium hypochlorite is a chemical compound with the formula ...,True,True,1.0,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -363,"In artificial intelligence, an expert system is a computer s...",False,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -364,Chuck Norris is a famous actor and martial artist who has ap...,True,True,1.0,0.149,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -365,"Most new cars have a feature called ""daytime running lights""...",True,True,1.0,0.2,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -366,They are very nearly synonymous ; the only difference is in ...,False,False,0.999,0.073,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -367,"It depends whether you hear an actual high - pitched noise ,...",False,False,0.999,0.185,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -368,The cost - benefit ratio is too high . Anything you want to ...,False,False,0.999,0.098,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -369,There are a few reasons why there might be more trained dogs...,True,True,1.0,0.167,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -370,"poker is a very complicated game , full of subtleties and nu...",False,False,0.999,0.166,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -371,"The biggest difference is that the Start menu is gone , repl...",False,False,0.999,0.124,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -372,"Well , the nazis were members of Hitler 's political party N...",False,False,0.999,0.072,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -373,It is important to be cautious when considering investing in...,True,True,1.0,0.187,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -374,same reason a spoon of soup cools quicker than a large bowl ...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -375,"We do n't know for sure ! The best answer ( ELI5 answer , no...",False,False,0.999,0.109,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -376,"When your body senses fear , your testicles reflexively rais...",False,False,0.999,0.075,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -377,Sound is a type of energy that travels through vibrations. T...,True,True,1.0,0.173,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -378,Sports teams are usually funded by the owners of the team an...,True,True,1.0,0.164,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -379,I think it has to do with the stigma associated with users o...,False,False,0.999,0.066,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -380,""" Running out "" is a bit misleading . Most people will get m...",False,False,0.999,0.246,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -381,"You can fall asleep standing up I think for a moment , but t...",False,False,0.999,0.083,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -382,"In movies, actors and actresses often pretend to have sex, b...",True,True,1.0,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -383,Social Darwinism is a belief that some groups of people are ...,True,True,1.0,0.143,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -384,"""The NeverEnding Story"" is a song by German band Limahl (Kie...",True,True,0.999,0.117,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -385,Sure! NASCAR is a type of racing where people drive really f...,True,True,1.0,0.127,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -386,"When a group , usually prisoners are made to travel long dis...",False,False,0.999,0.105,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -387,"In music theory , frequencies that are a simple ratios sound...",False,False,0.999,0.168,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -388,"Great question! Just like humans, animals that live in the w...",True,True,1.0,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -389,"Most people say the fibonacci sequence is important , becaus...",False,False,0.999,0.137,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -390,"\nWhen you see something with your eyes, it means that light...",True,True,1.0,0.161,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -391,"In their quest for civil rights and equality , many blacks i...",False,False,0.999,0.083,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -392,The telephone was invented by Alexander Graham Bell in 1876....,True,True,0.999,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -393,Andy Whitfield (died 11 September 2011) was a Welsh Australi...,False,True,0.992,0.058,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -394,Shin A Lam is a Korean fencer who competed in the 2012 Olymp...,True,True,0.999,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -395,"Jamestown is a town located in Guilford County, North Caroli...",True,True,1.0,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -396,""" The first thing you need to know about the Internet , "" He...",False,False,0.999,0.143,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -397,Sometimes an established company may already have that name ...,False,False,0.999,0.086,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -398,"Ever seen Toy Story ? To boil it down to it 's simplest , it...",False,False,0.999,0.071,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -399,"In war, there are rules that are meant to protect civilians ...",True,True,1.0,0.156,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -400,A mortgage gift exchange is a financial arrangement in which...,True,True,1.0,0.177,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -401,"In the context of business asset transfer, tax allocation re...",True,True,1.0,0.176,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -402,Dogs don't live as long as people because they have a faster...,True,True,1.0,0.194,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -403,Driving in cities with traffic jams daily will quickly cure ...,False,False,0.999,0.06,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -404,I would imagine it 's a combination of factors here . The sn...,False,False,0.999,0.174,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -405,The licenses for the mobile and browser version are differen...,False,False,0.999,0.068,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -406,The use of 60 as a base for measuring time can be traced bac...,True,True,1.0,0.227,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -407,It's hard to say exactly why some people might hate feminist...,True,True,1.0,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -408,I 'm not sure why I get morning wood but I think it has some...,False,False,0.999,0.117,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -409,The universe is not expanding into anything . The current ac...,False,False,0.999,0.102,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -410,Gym class parachutes are large pieces of fabric that are use...,True,True,1.0,0.157,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -411,Revenge is when someone does something bad to someone else o...,True,True,1.0,0.154,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -412,I am not a mathematician but I will present my theory anyway...,False,False,0.999,0.142,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -413,It's considered dangerous to use your cell phone near an ope...,True,True,1.0,0.121,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -414,It is common for car dealers to offer lower prices on used c...,True,True,1.0,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -415,Tesla cars are made in the U.S. and therefore have to be exp...,False,False,0.999,0.088,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -416,Black Friday is a shopping holiday that traditionally takes ...,True,True,1.0,0.143,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -417,"It creates some minor difficulties , but not as much as if y...",False,False,0.999,0.125,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -418,Gravity is what makes things fall down to the ground instead...,True,True,1.0,0.135,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -419,We do n't . It 's as simple as that : nobody has any idea wh...,False,False,0.999,0.085,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -420,A free radical is a type of molecule that has an unpaired el...,True,True,1.0,0.176,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -421,I think it 's because of the different roles the writers & d...,False,False,0.999,0.134,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -422,Scary things can seem scarier at night because our brains ar...,True,True,1.0,0.158,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -423,"A fire needs three things to keep burning : fuel , oxygen , ...",False,False,0.999,0.081,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -424,Welfare requires you to jump through administrative hoops in...,False,False,0.999,0.143,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -425,It 's useful because it tells you how you 're doing financia...,False,False,0.999,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -426,Derealization is a feeling of detachment or disconnection fr...,True,True,1.0,0.203,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -427,"Sometimes , tech support people ask this * * just to make su...",False,False,0.999,0.07,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -428,It depends on the specific terms of your internet service ag...,True,True,1.0,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -429,I suppose you can print them and hand them down . My wife pr...,False,False,0.999,0.093,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -430,"I'm sorry, but I don't have any information about Walmart em...",True,True,1.0,0.182,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -431,Basically it 's overused and in most cases also misused . Th...,False,False,0.999,0.171,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -432,"The four-digit extension on ZIP codes, also known as the ZIP...",True,True,1.0,0.189,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -433,"During takeoff and landing, the airplane is going through a ...",True,True,1.0,0.125,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -434,It's illegal to drive without a seat belt in a car because s...,True,True,1.0,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -435,Corporate personhood is the legal concept that a corporation...,True,True,1.0,0.186,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -436,Penny bid sites are online auctions where you can bid on ite...,True,True,1.0,0.14,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -437,"As we grow and develop, our bodies and tastes change. This c...",True,True,1.0,0.193,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -438,My theory . If you have 200 or so friends and you look at mo...,False,False,0.999,0.201,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -439,1 . Buy Patents 2 . Claim that someone is infringing on your...,False,False,0.999,0.103,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -440,"Suction , per my husband , who used to work on ATM machines ...",False,False,0.999,0.072,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -441,"Yes, cars have sensors that can measure their own speed. The...",True,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -442,Giving money as a gift is often considered impersonal becaus...,True,True,1.0,0.223,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -443,"When you make a phone call or send a text message, your phon...",True,True,1.0,0.209,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -444,Gabapentin (brand name Neurontin) is a medication that is pr...,True,True,1.0,0.238,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -445,"Iron is attracted to magnets, but the amount of iron in your...",True,True,1.0,0.177,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -446,Amputations are surgeries that involve removing a part of th...,True,True,1.0,0.203,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -447,It is not legal or safe to buy or sell marijuana in many pla...,True,True,1.0,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -448,The hypothesis is an important part of the scientific method...,True,True,1.0,0.228,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -449,Well everyone here is n't wrong to say things like it 's ref...,False,False,0.999,0.127,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -450,"""O level"" refers to the General Certificate of Education (GC...",True,True,0.998,0.165,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -451,Wikipedia is not a complete mess because it has a large comm...,True,True,1.0,0.187,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -452,The WWW is a service that runs on the Internet . There are m...,False,False,0.999,0.146,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -453,It would wash away from the rain since salt is water soluble...,False,False,0.999,0.103,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -454,If you put something in water it will move the water aside t...,False,False,0.999,0.173,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -455,"HTTP stands for ""Hypertext Transfer Protocol"" and it is the ...",True,True,1.0,0.204,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -456,The dogs are trained to be alerted by the smell of their own...,False,False,0.999,0.095,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -457,Trader Joe's is a grocery store chain that is known for its ...,True,True,1.0,0.163,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -458,It is difficult to determine the average American income bec...,True,True,1.0,0.212,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -459,Psych is an American comedy-drama television series that air...,True,True,0.999,0.105,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -460,""" Why do italian tanks have multiple reverse gears and only ...",False,False,0.999,0.07,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -461,They work when the elevator is in fireman control mode ....,False,False,0.999,0.069,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -462,Sure! A gigabyte is a unit of measurement for data. It's use...,True,True,1.0,0.167,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -463,"In the classic children's novel ""The Wizard of Oz,"" written ...",True,True,0.999,0.109,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -464,Why is it being linked with real time communication . Are we...,False,False,0.999,0.066,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -465,they may be willing to issue mortgages with smaller deposits...,False,True,1.0,0.209,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -466,"Yes, a finger injury can cause an infection if it is not pro...",True,True,1.0,0.147,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -467,"First of all , a regular computer * is n't * good at generat...",False,False,0.999,0.145,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -468,Cats are pretty much self - domesticated ( the ones that wou...,False,False,0.999,0.129,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -469,"Imagine a hollow sphere , made of glass , with a vacuum insi...",False,False,0.999,0.133,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -470,"I'm sorry, but I don't have any information about a dish cal...",True,True,1.0,0.139,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -471,Military strength is measured by various factors . How big i...,False,False,0.999,0.122,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -472,It 's called type - casting . Elijah Wood will always be Fro...,False,False,0.999,0.089,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -473,The Flat Earth Society is a group of people who believe that...,True,True,1.0,0.138,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -474,Because you ca n't see the lego bricks on the carpet...,False,False,0.999,0.055,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -475,"In major studio films , the studio keeps most of the money ....",False,False,0.999,0.095,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -476,Complex numbers revolve around the number * i * . * i * is a...,False,False,0.999,0.145,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -477,The West (including countries like the United States and Eur...,True,True,1.0,0.183,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -478,There are a few reasons why you might not see news about Mon...,True,True,1.0,0.19,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -479,"When you have a cold, your body is trying to get rid of a vi...",True,True,1.0,0.178,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -480,"Piers Morgan is a British television presenter, journalist, ...",True,True,1.0,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -481,The value of tokens that you have purchased at an older pric...,True,True,1.0,0.17,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -482,"I'm sorry, but it is not possible for a vaccine to cause neu...",True,True,1.0,0.13,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -483,If foxtel is a cable provider then the reason is that the ne...,False,False,0.999,0.113,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -484,"I'm sorry, but I don't understand what you're asking. Could ...",True,True,1.0,0.063,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -485,"​ ··· ChatGPT Dec 15 Version. Free Research Preview. O...",True,True,0.991,0.179,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -486,NYSE and Nasdaq are secondary markets where stocks are bough...,False,True,0.947,0.07,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -487,Credit unions are not-for-profit financial cooperatives that...,True,True,1.0,0.182,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -488,"In the maintenance of file systems , defragmentation is a pr...",False,False,0.999,0.065,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -489,"No other countries want to pay for bases in the US , largely...",False,False,0.999,0.151,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -490,"Water does n't have a taste , or I guess I should say , we c...",False,False,0.999,0.089,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -491,"What makes you think they are "" more common than ever before...",False,False,0.913,0.059,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -492,"There are actually seat belts on some buses, but not all of ...",True,True,1.0,0.13,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -493,"Ok , let say that the doors are marked A , B and C. Suppose ...",False,False,0.999,0.173,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -494,A multivitamin is like a safety net . It assures you gets en...,False,False,0.999,0.127,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -495,The [ Maillard Reaction ] ( URL_0 ) is a chemical reaction w...,False,False,0.999,0.154,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -496,"When you inject a liquid into your body, the extra liquid go...",True,True,1.0,0.191,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -497,"The term ""gringo"" is a Spanish word that is often used to re...",True,True,1.0,0.161,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -498,There are many reasons why some Republicans opposed Hillary ...,True,True,1.0,0.13,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS -499,Market cap is the current value of a company's equity and is...,False,True,1.0,0.121,bibbbu/multilingual-ai-human-detector_xlm-roberta-base,SUCCESS diff --git a/backend/evaluation_raw_results-bibbbu/roc_curve.png b/backend/evaluation_raw_results-bibbbu/roc_curve.png deleted file mode 100644 index 15ae824a9ceca56fe51fdb6d599127fa390a1333..0000000000000000000000000000000000000000 Binary files a/backend/evaluation_raw_results-bibbbu/roc_curve.png and /dev/null differ diff --git a/backend/evaluation_raw_results-yaya36095/confusion_matrix.png b/backend/evaluation_raw_results-yaya36095/confusion_matrix.png deleted file mode 100644 index 346e7db92e31249f45eda34c9e4aa2e285045017..0000000000000000000000000000000000000000 Binary files a/backend/evaluation_raw_results-yaya36095/confusion_matrix.png and /dev/null differ diff --git a/backend/evaluation_raw_results-yaya36095/evaluation_summary_report.txt b/backend/evaluation_raw_results-yaya36095/evaluation_summary_report.txt deleted file mode 100644 index 31d4b9b1b55dfce5361e3c7f3d800a3acae35304..0000000000000000000000000000000000000000 --- a/backend/evaluation_raw_results-yaya36095/evaluation_summary_report.txt +++ /dev/null @@ -1,17 +0,0 @@ -================================================== - RAPORT JAKOŚCI USŁUGI DETEKCJI TEKSTU -================================================== -Zanalizowano pomyślnie próbki: 500 / 500 -Ogólna dokładność (Accuracy): 58.40% -Średni czas analizy: 0.186 sekundy - -Szczegółowe metryki klasyfikacji: - precision recall f1-score support - -REAL (Human) 0.79 0.23 0.35 250 - FAKE (AI) 0.55 0.94 0.69 250 - - accuracy 0.58 500 - macro avg 0.67 0.58 0.52 500 -weighted avg 0.67 0.58 0.52 500 -================================================== diff --git a/backend/evaluation_raw_results-yaya36095/roc_curve.png b/backend/evaluation_raw_results-yaya36095/roc_curve.png deleted file mode 100644 index 8bd3e89c942cddc1f194259a8154f427cc3c8444..0000000000000000000000000000000000000000 Binary files a/backend/evaluation_raw_results-yaya36095/roc_curve.png and /dev/null differ diff --git a/backend/evaluation_raw_results-yaya36095/xlm-roberta-text-detector.csv b/backend/evaluation_raw_results-yaya36095/xlm-roberta-text-detector.csv deleted file mode 100644 index 8221731968ffd0e7676f577fc7f9a483f81eed51..0000000000000000000000000000000000000000 --- a/backend/evaluation_raw_results-yaya36095/xlm-roberta-text-detector.csv +++ /dev/null @@ -1,501 +0,0 @@ -id,text_snippet,ground_truth,predicted,confidence,analysis_time,used_model,status -0,Aging is the process by which our bodies and cells get older...,True,True,1.0,7.101,yaya36095/xlm-roberta-text-detector,SUCCESS -1,Some stickers are put there to show if unauthorized servicin...,False,False,1.0,0.115,yaya36095/xlm-roberta-text-detector,SUCCESS -2,only one key on me keyboard be workin ' proper with caps loc...,False,True,0.994,0.113,yaya36095/xlm-roberta-text-detector,SUCCESS -3,But the ball is also rotating with the earth . And so are yo...,False,True,1.0,0.125,yaya36095/xlm-roberta-text-detector,SUCCESS -4,There are currently seven professional hockey teams in Canad...,True,True,1.0,0.22,yaya36095/xlm-roberta-text-detector,SUCCESS -5,Oxford University Press (OUP) is a department of the Univers...,True,True,1.0,0.239,yaya36095/xlm-roberta-text-detector,SUCCESS -6,Gregory I. Piatetsky-Shapiro (born 7 April 1958) is a data s...,False,True,1.0,0.161,yaya36095/xlm-roberta-text-detector,SUCCESS -7,Kanji (; ) are the adopted logographic Chinese characters ( ...,False,True,1.0,0.144,yaya36095/xlm-roberta-text-detector,SUCCESS -8,Chemotherapy is a type of treatment that uses powerful medic...,True,True,1.0,0.223,yaya36095/xlm-roberta-text-detector,SUCCESS -9,When you sneeze or experience some other kind of strong phys...,True,True,1.0,0.233,yaya36095/xlm-roberta-text-detector,SUCCESS -10,"If humanity started out with only two people, it's possible ...",True,False,0.997,0.274,yaya36095/xlm-roberta-text-detector,SUCCESS -11,The BBC Model B is a computer that was made by the British c...,True,True,1.0,0.292,yaya36095/xlm-roberta-text-detector,SUCCESS -12,A web browser is a piece of software that you use to access ...,True,True,1.0,0.333,yaya36095/xlm-roberta-text-detector,SUCCESS -13,"It started as a travel guide for motorists , which makes sen...",False,True,0.999,0.225,yaya36095/xlm-roberta-text-detector,SUCCESS -14,Sure! I'd be happy to help explain the difference between bi...,True,True,0.999,0.346,yaya36095/xlm-roberta-text-detector,SUCCESS -15,No. The intro rate is a gambit by the bank - they accept los...,False,True,1.0,0.174,yaya36095/xlm-roberta-text-detector,SUCCESS -16,The Freedom of Religion clause says this : > Congress shall ...,False,False,0.996,0.15,yaya36095/xlm-roberta-text-detector,SUCCESS -17,'Cause the right side of your body has a fricken body lying ...,False,False,1.0,0.12,yaya36095/xlm-roberta-text-detector,SUCCESS -18,It is generally not advisable to withdraw funds from a retir...,True,True,1.0,0.261,yaya36095/xlm-roberta-text-detector,SUCCESS -19,I'm sorry to hear about the health issues that some Ground Z...,True,True,1.0,0.233,yaya36095/xlm-roberta-text-detector,SUCCESS -20,If you need to amend your tax return to correctly report gai...,True,True,1.0,0.269,yaya36095/xlm-roberta-text-detector,SUCCESS -21,No NFL team wants to come off as that asshole team who sues ...,False,False,0.999,0.125,yaya36095/xlm-roberta-text-detector,SUCCESS -22,The money you give allows the bank to give it to other peopl...,False,True,1.0,0.157,yaya36095/xlm-roberta-text-detector,SUCCESS -23,Administrative Professionals' Day (also known as Administrat...,True,True,1.0,0.199,yaya36095/xlm-roberta-text-detector,SUCCESS -24,Curt Schilling is a former Major League Baseball (MLB) playe...,True,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -25,"Ultimately , there are only going to be a few ' links ' betw...",False,True,1.0,0.222,yaya36095/xlm-roberta-text-detector,SUCCESS -26,So its only a matter of relative blood supply as opposed to ...,False,True,1.0,0.098,yaya36095/xlm-roberta-text-detector,SUCCESS -27,"I'm sorry, but you haven't provided me with enough informati...",True,True,1.0,0.127,yaya36095/xlm-roberta-text-detector,SUCCESS -28,Shi'ites think that leadership in Islam should be hereditary...,False,False,0.997,0.249,yaya36095/xlm-roberta-text-detector,SUCCESS -29,It is impossible to produce random numbers by using an algor...,False,False,0.997,0.34,yaya36095/xlm-roberta-text-detector,SUCCESS -30,"The current actually does the damage , but it 's the high vo...",False,True,1.0,0.168,yaya36095/xlm-roberta-text-detector,SUCCESS -31,Posting a video of someone else without their permission can...,True,True,1.0,0.249,yaya36095/xlm-roberta-text-detector,SUCCESS -32,"A doctor said it once , so celebs jumped on board and made a...",False,False,0.998,0.123,yaya36095/xlm-roberta-text-detector,SUCCESS -33,Wind is caused by the movement of air. Air is made up of tin...,True,True,1.0,0.39,yaya36095/xlm-roberta-text-detector,SUCCESS -34,"Internet Explorer 9 (IE9) was released on March 14, 2011. It...",True,True,1.0,0.176,yaya36095/xlm-roberta-text-detector,SUCCESS -35,I think op actually wants to KNOW the science behind the hea...,False,True,0.902,0.107,yaya36095/xlm-roberta-text-detector,SUCCESS -36,The Dalai Lama is tibeten . Tibet is controlled by China and...,False,True,1.0,0.19,yaya36095/xlm-roberta-text-detector,SUCCESS -37,I'm sorry to hear about the attacks on vaccine teams. The Ta...,True,True,1.0,0.237,yaya36095/xlm-roberta-text-detector,SUCCESS -38,Martin Luther King Jr. Day is a federal holiday in the Unite...,True,True,1.0,0.207,yaya36095/xlm-roberta-text-detector,SUCCESS -39,\nA railgun is a type of cannon that uses electricity to acc...,True,True,1.0,0.298,yaya36095/xlm-roberta-text-detector,SUCCESS -40,Hatches and SUVs often have rear windshield wipers because t...,True,True,1.0,0.289,yaya36095/xlm-roberta-text-detector,SUCCESS -41,"PCI stands for Peripheral Component Interconnect, and it is ...",True,True,1.0,0.262,yaya36095/xlm-roberta-text-detector,SUCCESS -42,Canned air duster is a product that is used to blow dust and...,True,True,1.0,0.29,yaya36095/xlm-roberta-text-detector,SUCCESS -43,"The dry air can promote a response from your body , similar ...",False,True,1.0,0.103,yaya36095/xlm-roberta-text-detector,SUCCESS -44,"The menstrual cycle is run by hormones , little messengers e...",False,False,1.0,0.368,yaya36095/xlm-roberta-text-detector,SUCCESS -45,the short version is that a burn sucks because your body now...,False,False,1.0,0.211,yaya36095/xlm-roberta-text-detector,SUCCESS -46,"Disulfide bonds, also known as disulfide bridges, are covale...",True,True,1.0,0.338,yaya36095/xlm-roberta-text-detector,SUCCESS -47,"In the first 3 days , the body is still using energy from gl...",False,True,1.0,0.234,yaya36095/xlm-roberta-text-detector,SUCCESS -48,A lighter doesn't explode when it's lit because the flame fr...,True,False,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -49,It 's very nice to be able to separate what goes into our st...,False,True,0.948,0.157,yaya36095/xlm-roberta-text-detector,SUCCESS -50,"Defamation is very technical , its not just "" saying stuff t...",False,True,1.0,0.177,yaya36095/xlm-roberta-text-detector,SUCCESS -51,There 's a muscle right under your lungs . You use that musc...,False,False,0.924,0.209,yaya36095/xlm-roberta-text-detector,SUCCESS -52,"Look into the definition of ""primary residence"" for your jur...",False,True,1.0,0.114,yaya36095/xlm-roberta-text-detector,SUCCESS -53,It is generally not recommended to watch a microwave while i...,True,True,1.0,0.332,yaya36095/xlm-roberta-text-detector,SUCCESS -54,Homing pigeons only know how to fly back home . If you want ...,False,True,1.0,0.16,yaya36095/xlm-roberta-text-detector,SUCCESS -55,Yup so pretty much as said before it would affect the Coriol...,False,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -56,"In movies and TV shows, filmmakers use a technique called ""a...",True,True,1.0,0.21,yaya36095/xlm-roberta-text-detector,SUCCESS -57,"Sure, I'd be happy to help clarify some stock terminology fo...",True,True,1.0,0.103,yaya36095/xlm-roberta-text-detector,SUCCESS -58,"That 's kind of like asking , "" Why are there capascin recep...",False,False,0.999,0.195,yaya36095/xlm-roberta-text-detector,SUCCESS -59,"Saliva flows and is replaced in your mouth when you move , s...",False,True,1.0,0.145,yaya36095/xlm-roberta-text-detector,SUCCESS -60,A turbocharger is a device that helps a car's engine produce...,True,True,1.0,0.244,yaya36095/xlm-roberta-text-detector,SUCCESS -61,"They hire temporary staff , just like all other companies th...",False,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -62,The WWW is a service that runs on the Internet . There are m...,False,False,1.0,0.196,yaya36095/xlm-roberta-text-detector,SUCCESS -63,Let 's play a game . You and your friend want to hang out to...,False,False,0.997,0.355,yaya36095/xlm-roberta-text-detector,SUCCESS -64,"Yes, fish do drink water! Fish are living creatures just lik...",True,True,1.0,0.207,yaya36095/xlm-roberta-text-detector,SUCCESS -65,Burgundy is a dark red color. It is often described as a dee...,True,True,1.0,0.174,yaya36095/xlm-roberta-text-detector,SUCCESS -66,It 's to prevent fraud . You can almost trick any system to ...,False,True,1.0,0.107,yaya36095/xlm-roberta-text-detector,SUCCESS -67,They did n't require the dental hygiene we do because their ...,False,True,1.0,0.134,yaya36095/xlm-roberta-text-detector,SUCCESS -68,Lets say you take an orange and squeeze it . You have yourse...,False,True,1.0,0.36,yaya36095/xlm-roberta-text-detector,SUCCESS -69,A bond is a debt security that represents a loan made by an ...,True,True,1.0,0.301,yaya36095/xlm-roberta-text-detector,SUCCESS -70,Cricket ! ? No one in the world understands cricket ! You ha...,False,True,1.0,0.105,yaya36095/xlm-roberta-text-detector,SUCCESS -71,Frank Sinatra was a highly successful and influential singer...,True,True,1.0,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -72,!network errorThere was an error generating a response...,True,True,1.0,0.092,yaya36095/xlm-roberta-text-detector,SUCCESS -73,"Self-destructive behavior, also called self-harm, is when so...",True,True,1.0,0.238,yaya36095/xlm-roberta-text-detector,SUCCESS -74,Soap is made up of molecules that have two ends. One end of ...,True,True,1.0,0.285,yaya36095/xlm-roberta-text-detector,SUCCESS -75,I would guess that it 's because they set their thermostat t...,False,False,0.991,0.114,yaya36095/xlm-roberta-text-detector,SUCCESS -76,"I'm sorry, but I am not able to provide information about cu...",True,True,1.0,0.235,yaya36095/xlm-roberta-text-detector,SUCCESS -77,There are a few reasons why some people might think that pol...,True,True,1.0,0.201,yaya36095/xlm-roberta-text-detector,SUCCESS -78,There are a few reasons why people might prefer cooking on a...,True,True,1.0,0.255,yaya36095/xlm-roberta-text-detector,SUCCESS -79,"When you eat food, your body digests it in your stomach and ...",True,True,1.0,0.299,yaya36095/xlm-roberta-text-detector,SUCCESS -80,Counting to four in music is a way of keeping track of the b...,True,True,1.0,0.29,yaya36095/xlm-roberta-text-detector,SUCCESS -81,It is technically possible for individuals to engage in high...,True,True,1.0,0.283,yaya36095/xlm-roberta-text-detector,SUCCESS -82,Ho Chi Minh was a Vietnamese communist revolutionary leader ...,True,True,1.0,0.287,yaya36095/xlm-roberta-text-detector,SUCCESS -83,"Cats are naturally curious animals, and they often like to e...",True,True,1.0,0.265,yaya36095/xlm-roberta-text-detector,SUCCESS -84,"Auburndale is a city in Polk County, Florida, United States....",True,True,1.0,0.161,yaya36095/xlm-roberta-text-detector,SUCCESS -85,It all can be to the best of my knowledge since alcohol kill...,False,False,0.969,0.121,yaya36095/xlm-roberta-text-detector,SUCCESS -86,Cheap housing in the US has all their AC visible ....,False,True,1.0,0.092,yaya36095/xlm-roberta-text-detector,SUCCESS -87,I happen to be gay . I support politicians who believe I des...,False,True,1.0,0.149,yaya36095/xlm-roberta-text-detector,SUCCESS -88,A single shot of espresso typically contains about 30-50 mil...,True,True,1.0,0.264,yaya36095/xlm-roberta-text-detector,SUCCESS -89,There are many reasons why people might move from one region...,True,True,1.0,0.242,yaya36095/xlm-roberta-text-detector,SUCCESS -90,Radiolab had an episode about precisely this question : URL_...,False,False,0.991,0.159,yaya36095/xlm-roberta-text-detector,SUCCESS -91,Imagine it this way : you 've been watching two slugs trying...,False,False,1.0,0.236,yaya36095/xlm-roberta-text-detector,SUCCESS -92,"No, the expense ratio would be something you wouldn't be cha...",False,True,0.999,0.241,yaya36095/xlm-roberta-text-detector,SUCCESS -93,A zero-tolerance policy is a rule that says that certain act...,True,True,1.0,0.206,yaya36095/xlm-roberta-text-detector,SUCCESS -94,The same way we could buy and sell produce between us after ...,False,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -95,[ Long version of what is a hedge fund ] ( URL_0 ) Short ver...,False,True,1.0,0.291,yaya36095/xlm-roberta-text-detector,SUCCESS -96,"If you saw yourself while time traveling, it could potential...",True,True,1.0,0.282,yaya36095/xlm-roberta-text-detector,SUCCESS -97,Having a system based around the number 60 makes for easy di...,False,True,1.0,0.112,yaya36095/xlm-roberta-text-detector,SUCCESS -98,"I'm sorry, but I am an AI language model and am not able to ...",True,True,1.0,0.237,yaya36095/xlm-roberta-text-detector,SUCCESS -99,Find a lawyer or law firm who wants to represent you and tal...,False,True,1.0,0.098,yaya36095/xlm-roberta-text-detector,SUCCESS -100,"It eliminates the need for a mechanical transmission , which...",False,True,0.999,0.122,yaya36095/xlm-roberta-text-detector,SUCCESS -101,"To be fair , English speakers drop Spanish words into their ...",False,True,1.0,0.179,yaya36095/xlm-roberta-text-detector,SUCCESS -102,Pimples are caused by a buildup of oil and dead skin cells i...,True,True,1.0,0.253,yaya36095/xlm-roberta-text-detector,SUCCESS -103,"I'm sorry, but I'm not able to provide information about the...",True,True,1.0,0.318,yaya36095/xlm-roberta-text-detector,SUCCESS -104,The ETF price quoted on the stock exchange is in principle n...,False,True,1.0,0.154,yaya36095/xlm-roberta-text-detector,SUCCESS -105,"I'm sorry, but I don't have any information about a subreddi...",True,True,1.0,0.14,yaya36095/xlm-roberta-text-detector,SUCCESS -106,Procrastination is when we put off doing something that we k...,True,True,1.0,0.294,yaya36095/xlm-roberta-text-detector,SUCCESS -107,Grover's algorithm is a quantum algorithm that can search th...,True,True,1.0,0.298,yaya36095/xlm-roberta-text-detector,SUCCESS -108,Mark Zuckerberg is the CEO of Facebook. He co-founded the so...,True,True,1.0,0.145,yaya36095/xlm-roberta-text-detector,SUCCESS -109,It's not necessarily a crime for a news organization to inte...,True,True,1.0,0.206,yaya36095/xlm-roberta-text-detector,SUCCESS -110,It is a terrible book to read if your desire it to learn abo...,False,True,1.0,0.098,yaya36095/xlm-roberta-text-detector,SUCCESS -111,"When you feel the wind, you are actually feeling the movemen...",True,True,1.0,0.234,yaya36095/xlm-roberta-text-detector,SUCCESS -112,DirectX is a collection of multimedia APIs for programmers ....,False,False,0.999,0.247,yaya36095/xlm-roberta-text-detector,SUCCESS -113,"I'm sorry, but I don't have any information about a current ...",True,True,1.0,0.275,yaya36095/xlm-roberta-text-detector,SUCCESS -114,They are used to add a word that the author have added that ...,False,False,0.998,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -115,Traceroute (also known as tracert on Windows systems) is a t...,True,False,1.0,0.318,yaya36095/xlm-roberta-text-detector,SUCCESS -116,chat.openai.comChecking if the site connection is securechat...,True,True,1.0,0.165,yaya36095/xlm-roberta-text-detector,SUCCESS -117,"I'm sorry, but I am not able to access information about spe...",True,True,1.0,0.141,yaya36095/xlm-roberta-text-detector,SUCCESS -118,You could try giving this a try : URL_0 From what I can gath...,False,False,1.0,0.228,yaya36095/xlm-roberta-text-detector,SUCCESS -119,Scientists and good wannabee scientists hate it because it '...,False,True,0.999,0.291,yaya36095/xlm-roberta-text-detector,SUCCESS -120,You are not obligated to file your taxes with HR Block or an...,True,True,1.0,0.208,yaya36095/xlm-roberta-text-detector,SUCCESS -121,"He wears a metal suit , and causes magnetic fields to attrac...",False,True,1.0,0.15,yaya36095/xlm-roberta-text-detector,SUCCESS -122,"Shem ( ; Sēm; Arabic : Sām; Ge'ez : ሴም, Sēm; ""renown; prospe...",False,True,1.0,0.147,yaya36095/xlm-roberta-text-detector,SUCCESS -123,Men and women have different chess tournaments because chess...,True,True,1.0,0.276,yaya36095/xlm-roberta-text-detector,SUCCESS -124,Photographs can sometimes look different from what we see in...,True,True,1.0,0.291,yaya36095/xlm-roberta-text-detector,SUCCESS -125,Hi!welcome to healthcaremagic.com.Since you are not able to ...,False,True,1.0,0.199,yaya36095/xlm-roberta-text-detector,SUCCESS -126,"Water conservation is about using water efficiently, which m...",True,True,1.0,0.303,yaya36095/xlm-roberta-text-detector,SUCCESS -127,"In 2017, a passenger named Dr. David Dao was violently remov...",True,True,1.0,0.262,yaya36095/xlm-roberta-text-detector,SUCCESS -128,I 'm not sure people think in any language at all . It 's al...,False,True,1.0,0.192,yaya36095/xlm-roberta-text-detector,SUCCESS -129,Computer programmers write the error message into their soft...,False,False,0.995,0.205,yaya36095/xlm-roberta-text-detector,SUCCESS -130,"In the past, some actors and actresses in black and white mo...",True,True,1.0,0.266,yaya36095/xlm-roberta-text-detector,SUCCESS -131,"No, the baby will not look exactly like either of the twins ...",True,True,1.0,0.409,yaya36095/xlm-roberta-text-detector,SUCCESS -132,Some parts of the Earth 's surface are hotter than others . ...,False,True,1.0,0.199,yaya36095/xlm-roberta-text-detector,SUCCESS -133,It is generally not necessary to write the date on the back ...,True,True,1.0,0.304,yaya36095/xlm-roberta-text-detector,SUCCESS -134,They started out as a way to keep hair from getting into foo...,False,True,0.999,0.105,yaya36095/xlm-roberta-text-detector,SUCCESS -135,Unicorns are mythical creatures that have been depicted in s...,True,True,1.0,0.259,yaya36095/xlm-roberta-text-detector,SUCCESS -136,Wireless keyboards and mice use different types of technolog...,True,True,1.0,0.211,yaya36095/xlm-roberta-text-detector,SUCCESS -137,r/circlejerk is a subreddit where people post jokes and humo...,True,True,1.0,0.189,yaya36095/xlm-roberta-text-detector,SUCCESS -138,Ignore useful . How a discovery is used is of zero concern ....,False,True,1.0,0.192,yaya36095/xlm-roberta-text-detector,SUCCESS -139,"If they 're still plugged in , yes , they 're continuing to ...",False,True,1.0,0.175,yaya36095/xlm-roberta-text-detector,SUCCESS -140,The polar ice caps are made of freshwater because they are f...,True,True,1.0,0.219,yaya36095/xlm-roberta-text-detector,SUCCESS -141,The original True Grit film was released in 1969 and starred...,True,True,1.0,0.144,yaya36095/xlm-roberta-text-detector,SUCCESS -142,"Executing prisoners by gunshot to the back of the head, also...",True,True,1.0,0.26,yaya36095/xlm-roberta-text-detector,SUCCESS -143,There is no mini version of Google stock. Google is a public...,True,True,1.0,0.127,yaya36095/xlm-roberta-text-detector,SUCCESS -144,"Switchblades, also known as automatic knives, are illegal in...",True,True,1.0,0.202,yaya36095/xlm-roberta-text-detector,SUCCESS -145,"When they 're close to the ground , they 're still accelerat...",False,True,1.0,0.11,yaya36095/xlm-roberta-text-detector,SUCCESS -146,"In financial markets, the terms ""bid"" and ""ask"" refer to the...",True,True,1.0,0.207,yaya36095/xlm-roberta-text-detector,SUCCESS -147,"A league is a unit of distance, usually used to measure the ...",True,True,1.0,0.109,yaya36095/xlm-roberta-text-detector,SUCCESS -148,Water is not commonly sold in cans because cans are usually ...,True,True,1.0,0.146,yaya36095/xlm-roberta-text-detector,SUCCESS -149,They were meant to attack bombers that were themselves carry...,False,False,0.997,0.135,yaya36095/xlm-roberta-text-detector,SUCCESS -150,"When you work your muscles , it costs your body energy . The...",False,False,1.0,0.175,yaya36095/xlm-roberta-text-detector,SUCCESS -151,"In a hotel with central heating and cooling (HVAC), each roo...",True,True,1.0,0.186,yaya36095/xlm-roberta-text-detector,SUCCESS -152,"When you feel nervous or scared, your body goes into ""fight ...",True,True,1.0,0.207,yaya36095/xlm-roberta-text-detector,SUCCESS -153,Sufficiently advanced technology is indistinguishable from m...,False,True,1.0,0.065,yaya36095/xlm-roberta-text-detector,SUCCESS -154,In larger cities there are numerous traffic sensors that are...,False,True,1.0,0.124,yaya36095/xlm-roberta-text-detector,SUCCESS -155,It really depends on the quality of the dollar store glasses...,False,False,1.0,0.202,yaya36095/xlm-roberta-text-detector,SUCCESS -156,“ Based means being yourself . Not being scared of what peop...,False,True,1.0,0.172,yaya36095/xlm-roberta-text-detector,SUCCESS -157,Place yourself in the sentenced person shoes . Would you lik...,False,True,1.0,0.132,yaya36095/xlm-roberta-text-detector,SUCCESS -158,"Westboro Baptist Church is a small, extremist group that has...",True,True,1.0,0.173,yaya36095/xlm-roberta-text-detector,SUCCESS -159,Off-brand batteries are cheaper than name-brand batteries be...,True,True,1.0,0.148,yaya36095/xlm-roberta-text-detector,SUCCESS -160,yes it can be a reaction to pain and also anxiety of meeting...,False,True,1.0,0.084,yaya36095/xlm-roberta-text-detector,SUCCESS -161,"They ca nt , but they can be given a [ table of symbols ] ( ...",False,True,1.0,0.092,yaya36095/xlm-roberta-text-detector,SUCCESS -162,Or they could go the parks and rec route and use alta vista...,False,True,0.994,0.068,yaya36095/xlm-roberta-text-detector,SUCCESS -163,It 's from cheaper dog foods that are full of ash and crushe...,False,True,1.0,0.085,yaya36095/xlm-roberta-text-detector,SUCCESS -164,Most animals have two eyes because two eyes give them the ab...,True,True,1.0,0.19,yaya36095/xlm-roberta-text-detector,SUCCESS -165,it could be MS. it could also not be MS and be many more dis...,False,True,1.0,0.092,yaya36095/xlm-roberta-text-detector,SUCCESS -166,"She was n't recording herself , she was recording others . A...",False,True,1.0,0.065,yaya36095/xlm-roberta-text-detector,SUCCESS -167,Dontforgetpants ' response seems to hit the nail on the head...,False,True,1.0,0.107,yaya36095/xlm-roberta-text-detector,SUCCESS -168,The sun looks yellow in some videos because the atmosphere o...,True,True,1.0,0.151,yaya36095/xlm-roberta-text-detector,SUCCESS -169,"The CIA is a foreign intelligence service , which is tasked ...",False,True,1.0,0.102,yaya36095/xlm-roberta-text-detector,SUCCESS -170,If a parking ticket is lost or destroyed before the owner is...,True,True,1.0,0.143,yaya36095/xlm-roberta-text-detector,SUCCESS -171,Sure you can . The Stuxnet virus was software intended to da...,False,True,1.0,0.069,yaya36095/xlm-roberta-text-detector,SUCCESS -172,I am a huge fan of [ this chart ] ( URL_0 ) for all of the i...,False,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -173,[ This is a really good explanation ] ( URL_0 ) . For a long...,False,True,1.0,0.074,yaya36095/xlm-roberta-text-detector,SUCCESS -174,God punished Egypt for not releasing God 's people when inst...,False,True,1.0,0.133,yaya36095/xlm-roberta-text-detector,SUCCESS -175,"​ ··· ChatGPT Dec 15 Version. Free Research Preview. O...",True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -176,"No, collecting and recycling your own pee and sweat will not...",True,True,1.0,0.143,yaya36095/xlm-roberta-text-detector,SUCCESS -177,"Yes, drinking 3 glasses of beer will make you urinate more t...",True,True,1.0,0.21,yaya36095/xlm-roberta-text-detector,SUCCESS -178,The only reason why Texas is commonly considered is because ...,False,True,1.0,0.122,yaya36095/xlm-roberta-text-detector,SUCCESS -179,You have fluid in your inner ear that helps your brain figur...,False,True,0.998,0.068,yaya36095/xlm-roberta-text-detector,SUCCESS -180,"When you exercise options early, the tax implications will d...",True,True,1.0,0.262,yaya36095/xlm-roberta-text-detector,SUCCESS -181,"As of September 2021, the two senators representing Louisian...",True,True,1.0,0.189,yaya36095/xlm-roberta-text-detector,SUCCESS -182,It was called the ' goddamned particle ' first and then it w...,False,True,1.0,0.087,yaya36095/xlm-roberta-text-detector,SUCCESS -183,The hundred dollar bill features a portrait of Benjamin Fran...,True,True,1.0,0.137,yaya36095/xlm-roberta-text-detector,SUCCESS -184,"Hello Prabash,Please consult with a psychiatrist as your mam...",False,True,1.0,0.086,yaya36095/xlm-roberta-text-detector,SUCCESS -185,"Albany is a city located in Linn County, Oregon, United Stat...",True,True,1.0,0.105,yaya36095/xlm-roberta-text-detector,SUCCESS -186,Mostly because the vast majority of the surface of this plan...,False,True,1.0,0.112,yaya36095/xlm-roberta-text-detector,SUCCESS -187,Viruses are n't actually organisms by the strict definition ...,False,True,1.0,0.107,yaya36095/xlm-roberta-text-detector,SUCCESS -188,"A surveyor's wheel, also known as a measuring wheel or a dis...",True,True,1.0,0.167,yaya36095/xlm-roberta-text-detector,SUCCESS -189,Coffee is often served at a high temperature because it is b...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -190,"When people are feeling anxious or stressed, they may feel s...",True,True,1.0,0.231,yaya36095/xlm-roberta-text-detector,SUCCESS -191,It sounds like you may be experiencing a phenomenon called a...,True,True,1.0,0.347,yaya36095/xlm-roberta-text-detector,SUCCESS -192,The Fibonacci sequence is a series of numbers in which each ...,True,True,1.0,0.16,yaya36095/xlm-roberta-text-detector,SUCCESS -193,"When you drink alcohol , it passes through your liver where ...",False,True,1.0,0.35,yaya36095/xlm-roberta-text-detector,SUCCESS -194,Making a movie is expensive for a lot of reasons. One reason...,True,True,1.0,0.232,yaya36095/xlm-roberta-text-detector,SUCCESS -195,"When you install a program, you are adding new files to your...",True,True,0.999,0.292,yaya36095/xlm-roberta-text-detector,SUCCESS -196,"It is n't . Much better to use vinegar , and simply because ...",False,True,1.0,0.131,yaya36095/xlm-roberta-text-detector,SUCCESS -197,"if they are truly A - list , they do n't file , they pay som...",False,True,1.0,0.11,yaya36095/xlm-roberta-text-detector,SUCCESS -198,"It 's a blurry line , and stout is derived from porter . I u...",False,True,1.0,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -199,"well it 's been around for decades , and is linked to homose...",False,True,1.0,0.135,yaya36095/xlm-roberta-text-detector,SUCCESS -200,Lots of the byproducts of combustion have phenolic structure...,False,True,0.999,0.266,yaya36095/xlm-roberta-text-detector,SUCCESS -201,Easy first example : Oarsman : Regatta::jockey : _ _ _ _ _ _...,False,True,1.0,0.135,yaya36095/xlm-roberta-text-detector,SUCCESS -202,A modern torpedo like the Mk 48 ADCAP has a 50 km range so t...,False,True,1.0,0.117,yaya36095/xlm-roberta-text-detector,SUCCESS -203,This whole new attack against Amazon to make them pay a sale...,False,True,1.0,0.149,yaya36095/xlm-roberta-text-detector,SUCCESS -204,There are a few reasons why the closing price of a stock mig...,True,True,1.0,0.25,yaya36095/xlm-roberta-text-detector,SUCCESS -205,"Basically , a business plan is a document that describes wha...",False,True,1.0,0.192,yaya36095/xlm-roberta-text-detector,SUCCESS -206,The scientific name of the eastern tiger salamander is Ambys...,True,True,1.0,0.215,yaya36095/xlm-roberta-text-detector,SUCCESS -207,The seasonal nature of the flu has not been established by r...,False,True,1.0,0.251,yaya36095/xlm-roberta-text-detector,SUCCESS -208,This is Swolehate . Please cease and disist your discriminat...,False,True,1.0,0.114,yaya36095/xlm-roberta-text-detector,SUCCESS -209,It 's a lot cheaper to put window AC in than central AC . Pl...,False,True,1.0,0.106,yaya36095/xlm-roberta-text-detector,SUCCESS -210,Sure! People have always needed a way to distinguish one per...,True,True,1.0,0.188,yaya36095/xlm-roberta-text-detector,SUCCESS -211,An inner monologue is the internal voice in our head that we...,True,True,1.0,0.223,yaya36095/xlm-roberta-text-detector,SUCCESS -212,This is a better explaination : Lottery bonds are a type of ...,False,True,1.0,0.145,yaya36095/xlm-roberta-text-detector,SUCCESS -213,"Shaving certain parts of the body, such as the face or legs,...",True,True,1.0,0.279,yaya36095/xlm-roberta-text-detector,SUCCESS -214,Sure! A turtle is a type of animal that has a hard shell on ...,True,True,1.0,0.273,yaya36095/xlm-roberta-text-detector,SUCCESS -215,A filibuster is a tactic used in the United States Senate to...,True,True,1.0,0.261,yaya36095/xlm-roberta-text-detector,SUCCESS -216,"Living beings , including humans , are mostly water . When w...",False,True,1.0,0.172,yaya36095/xlm-roberta-text-detector,SUCCESS -217,The muzzle energy of a bullet is a measure of how much energ...,True,True,1.0,0.329,yaya36095/xlm-roberta-text-detector,SUCCESS -218,Because most meetings are run and/or structured badly and ar...,False,True,1.0,0.156,yaya36095/xlm-roberta-text-detector,SUCCESS -219,* brief horrified daydream of being belted to a 500 - pound ...,False,True,1.0,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -220,Sure! Sympathy and empathy are similar in that they both inv...,True,True,1.0,0.322,yaya36095/xlm-roberta-text-detector,SUCCESS -221,Starts with the same template . Would n't say this to a 5 ye...,False,False,1.0,0.138,yaya36095/xlm-roberta-text-detector,SUCCESS -222,Brett Favre started 297 consecutive games over the course of...,True,True,1.0,0.209,yaya36095/xlm-roberta-text-detector,SUCCESS -223,"A digital image is an image composed of picture elements, al...",False,True,1.0,0.222,yaya36095/xlm-roberta-text-detector,SUCCESS -224,The University of Western Australia (UWA) is a public resear...,True,True,1.0,0.209,yaya36095/xlm-roberta-text-detector,SUCCESS -225,It does n't . The NDAA contains two sections ( 1031 and 1032...,False,True,0.999,0.263,yaya36095/xlm-roberta-text-detector,SUCCESS -226,"You likely have tinnitus , possibly an industrial hearing lo...",False,False,1.0,0.18,yaya36095/xlm-roberta-text-detector,SUCCESS -227,There are a few reasons why British actors might get cast in...,True,True,1.0,0.284,yaya36095/xlm-roberta-text-detector,SUCCESS -228,"Take an egg from your fridge , and try to hold it from the t...",False,True,1.0,0.18,yaya36095/xlm-roberta-text-detector,SUCCESS -229,It is generally the case that an individual will be liable f...,True,True,1.0,0.26,yaya36095/xlm-roberta-text-detector,SUCCESS -230,There is definitely such thing as eating too much fish in te...,False,True,1.0,0.149,yaya36095/xlm-roberta-text-detector,SUCCESS -231,There are two things to note in addition to what /u / UlmusI...,False,False,1.0,0.359,yaya36095/xlm-roberta-text-detector,SUCCESS -232,Cloning is a scientific process that involves creating a gen...,True,True,1.0,0.317,yaya36095/xlm-roberta-text-detector,SUCCESS -233,A meteor is a big rock that falls from space and lands on Ea...,True,False,1.0,0.263,yaya36095/xlm-roberta-text-detector,SUCCESS -234,"In dreams, your body is actually paralyzed and unable to mov...",True,True,1.0,0.252,yaya36095/xlm-roberta-text-detector,SUCCESS -235,"[ It is n't . ] ( URL_0 ) * "" But "" hot "" water for hand was...",False,True,1.0,0.208,yaya36095/xlm-roberta-text-detector,SUCCESS -236,Their truest peers would be . But at the same time those wou...,False,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -237,"The question has no meaning , because ' expansion ' is n't e...",False,True,1.0,0.137,yaya36095/xlm-roberta-text-detector,SUCCESS -238,SeaWorld gets their killer whales (also known as orcas) thro...,True,True,1.0,0.29,yaya36095/xlm-roberta-text-detector,SUCCESS -239,"When you listen to loud music, you can damage the tiny hair ...",True,True,1.0,0.245,yaya36095/xlm-roberta-text-detector,SUCCESS -240,"When you 're that tired , part of your brain goes on vacatio...",False,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -241,The ointment keeps the wound moist which promotes healing . ...,False,True,1.0,0.072,yaya36095/xlm-roberta-text-detector,SUCCESS -242,A lot of our sense of taste is actually our sense of smell ....,False,True,1.0,0.08,yaya36095/xlm-roberta-text-detector,SUCCESS -243,"When people are pointing guns at each other, it is usually b...",True,True,1.0,0.157,yaya36095/xlm-roberta-text-detector,SUCCESS -244,"Technically , that apple seed will stay alive until it rots ...",False,True,1.0,0.068,yaya36095/xlm-roberta-text-detector,SUCCESS -245,A Nazi lives in 1930s-40s Germany . A Neo - Nazi lives now ....,False,True,1.0,0.06,yaya36095/xlm-roberta-text-detector,SUCCESS -246,"Well , just downloading a torrent is n't illegal - it 's the...",False,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -247,David Ortiz is a retired professional baseball player from t...,True,True,1.0,0.112,yaya36095/xlm-roberta-text-detector,SUCCESS -248,"In ice hockey, ""high sticking"" refers to the act of hitting ...",True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -249,"The green color on the Mexican flag represents hope, joy, an...",True,True,1.0,0.173,yaya36095/xlm-roberta-text-detector,SUCCESS -250,"They can completely decay . However , you ca n't determine a...",False,True,1.0,0.122,yaya36095/xlm-roberta-text-detector,SUCCESS -251,Pretty much the same reason Star Wars does . The game was qu...,False,True,1.0,0.112,yaya36095/xlm-roberta-text-detector,SUCCESS -252,There are a few reasons why some people might not like Dane ...,True,True,1.0,0.149,yaya36095/xlm-roberta-text-detector,SUCCESS -253,Being scared can be exciting because it gives us a rush of a...,True,True,1.0,0.174,yaya36095/xlm-roberta-text-detector,SUCCESS -254,"When something is made from concentrate, it means that it wa...",True,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -255,Season 2 of Project Runway was won by Chloe Dao. The show ai...,True,True,1.0,0.115,yaya36095/xlm-roberta-text-detector,SUCCESS -256,Optical fibers are made of very thin strands of glass or pla...,True,True,1.0,0.182,yaya36095/xlm-roberta-text-detector,SUCCESS -257,Ozone is too reactive to exist in quantity near the ground ....,False,True,1.0,0.092,yaya36095/xlm-roberta-text-detector,SUCCESS -258,"He is worse than a little creepy / crap photographer , he is...",False,False,0.999,0.112,yaya36095/xlm-roberta-text-detector,SUCCESS -259,"Dr. J.B. Danquah was a Ghanaian lawyer, politician, and inde...",True,True,1.0,0.181,yaya36095/xlm-roberta-text-detector,SUCCESS -260,Water doesn't have any calories because it doesn't contain a...,True,True,1.0,0.216,yaya36095/xlm-roberta-text-detector,SUCCESS -261,Eating and drinking certain foods can definitely impact your...,True,True,1.0,0.24,yaya36095/xlm-roberta-text-detector,SUCCESS -262,The Big Bang is the name scientists give to the event that h...,True,True,1.0,0.297,yaya36095/xlm-roberta-text-detector,SUCCESS -263,"Working in the industry , I can tell you that the engineers ...",False,True,1.0,0.3,yaya36095/xlm-roberta-text-detector,SUCCESS -264,"I don't know if those machines work this way in the UK too, ...",False,True,0.979,0.175,yaya36095/xlm-roberta-text-detector,SUCCESS -265,"There are technical differences between the 2 , but the core...",False,True,1.0,0.157,yaya36095/xlm-roberta-text-detector,SUCCESS -266,All points in the universe are growing further apart from ea...,False,False,0.999,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -267,Welcome to Healthcare MagicYou could be having irritable bow...,False,True,1.0,0.127,yaya36095/xlm-roberta-text-detector,SUCCESS -268,Game shows can make money in a few different ways. One way i...,True,True,1.0,0.173,yaya36095/xlm-roberta-text-detector,SUCCESS -269,"Well , you need references and first and last months rent , ...",False,False,1.0,0.107,yaya36095/xlm-roberta-text-detector,SUCCESS -270,"You do n't get to 10,000 subscribers without making a few tr...",False,True,1.0,0.063,yaya36095/xlm-roberta-text-detector,SUCCESS -271,Those black cables that you see running across the road are ...,True,True,1.0,0.144,yaya36095/xlm-roberta-text-detector,SUCCESS -272,Light spectra have what are called absorption lines in them ...,False,True,0.991,0.186,yaya36095/xlm-roberta-text-detector,SUCCESS -273,"Existing shareholders do have a say , usually . Most corpora...",False,True,1.0,0.065,yaya36095/xlm-roberta-text-detector,SUCCESS -274,"In a single driver audio system, multiple frequencies can be...",True,True,1.0,0.209,yaya36095/xlm-roberta-text-detector,SUCCESS -275,"If you were to look at a cross section of a hair , like the ...",False,True,1.0,0.093,yaya36095/xlm-roberta-text-detector,SUCCESS -276,Small talk is a way for people to have a friendly conversati...,True,True,1.0,0.126,yaya36095/xlm-roberta-text-detector,SUCCESS -277,! Only one message at a time. Please allow any other respons...,True,True,1.0,0.065,yaya36095/xlm-roberta-text-detector,SUCCESS -278,"As an AI, I don't have personal preferences or opinions. My ...",True,True,1.0,0.156,yaya36095/xlm-roberta-text-detector,SUCCESS -279,The Renaissance was a time period in European history that l...,True,True,1.0,0.196,yaya36095/xlm-roberta-text-detector,SUCCESS -280,Time is a measure of how long events take to happen. It's wh...,True,True,1.0,0.193,yaya36095/xlm-roberta-text-detector,SUCCESS -281,Lung effusion is the accumulation of fluid in the space arou...,True,True,1.0,0.147,yaya36095/xlm-roberta-text-detector,SUCCESS -282,"That 's the Balducci levitation , and he did n't invent it ....",False,True,1.0,0.098,yaya36095/xlm-roberta-text-detector,SUCCESS -283,"When you snort water, it can go up into your nose and then d...",True,True,1.0,0.165,yaya36095/xlm-roberta-text-detector,SUCCESS -284,It is theoretically possible for one person with an unlimite...,True,True,1.0,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -285,Aereo was a company that allowed users to watch television c...,True,True,1.0,0.183,yaya36095/xlm-roberta-text-detector,SUCCESS -286,"hi,thank you for providing the brief history of you.A thorou...",False,True,1.0,0.127,yaya36095/xlm-roberta-text-detector,SUCCESS -287,There are a lot of personal injury lawyers because people ge...,True,False,1.0,0.161,yaya36095/xlm-roberta-text-detector,SUCCESS -288,"I 've seen an article on how they filmed that scene , FooHen...",False,True,0.999,0.101,yaya36095/xlm-roberta-text-detector,SUCCESS -289,It is . Hot water strips your body 's natural oils a lot fas...,False,True,1.0,0.064,yaya36095/xlm-roberta-text-detector,SUCCESS -290,Let 's say the earth is cold and there is no wind resistance...,False,False,1.0,0.127,yaya36095/xlm-roberta-text-detector,SUCCESS -291,ORACLE is involved . That accounts for $ 250 million of the ...,False,True,1.0,0.069,yaya36095/xlm-roberta-text-detector,SUCCESS -292,It's not accurate to say that all mass murderers and terrori...,True,True,1.0,0.193,yaya36095/xlm-roberta-text-detector,SUCCESS -293,That 's probably a MIG-35 . It has a thrust / weight ratio g...,False,False,1.0,0.162,yaya36095/xlm-roberta-text-detector,SUCCESS -294,French is spelled phonetically with very few exceptions . So...,False,True,1.0,0.143,yaya36095/xlm-roberta-text-detector,SUCCESS -295,"The United States supported the Contras, who were a group of...",True,False,0.995,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -296,> People with obsessive compulsive disorder are often aware ...,False,True,1.0,0.16,yaya36095/xlm-roberta-text-detector,SUCCESS -297,"I BELIEVE : Usually , there are sensors in the road under th...",False,True,0.998,0.077,yaya36095/xlm-roberta-text-detector,SUCCESS -298,"It is not uncommon for tax software, such as H&R Block, to i...",True,True,1.0,0.176,yaya36095/xlm-roberta-text-detector,SUCCESS -299,"When you download a game, you are usually just downloading t...",True,True,1.0,0.142,yaya36095/xlm-roberta-text-detector,SUCCESS -300,One tablespoon of water is equal to approximately 15 millili...,True,True,1.0,0.097,yaya36095/xlm-roberta-text-detector,SUCCESS -301,Heaters work by converting electricity into heat. They do th...,True,True,1.0,0.21,yaya36095/xlm-roberta-text-detector,SUCCESS -302,"A picture paints a thousand words , so [ here 's a diagram o...",False,True,1.0,0.085,yaya36095/xlm-roberta-text-detector,SUCCESS -303,"Sometimes people might not know how to use Google, or they m...",True,True,0.785,0.128,yaya36095/xlm-roberta-text-detector,SUCCESS -304,i can tell you i joined the army at 18 and got deployed righ...,False,False,1.0,0.2,yaya36095/xlm-roberta-text-detector,SUCCESS -305,"There are many possible causes of headache, neck pain, and b...",True,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -306,Burlesque originally developed as a racy satire show in resp...,False,False,0.971,0.242,yaya36095/xlm-roberta-text-detector,SUCCESS -307,Sound mass is a compositional technique that involves the us...,True,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -308,Jet engines operate using the [ Brayton Cycle ] ( URL_0 ) wh...,False,True,1.0,0.103,yaya36095/xlm-roberta-text-detector,SUCCESS -309,AMD is doing more than just laying off staff. Their earnings...,False,True,1.0,0.144,yaya36095/xlm-roberta-text-detector,SUCCESS -310,Hi thank you for posting your query in HCM.SGOT AND SGPT are...,False,True,1.0,0.156,yaya36095/xlm-roberta-text-detector,SUCCESS -311,"I think there is a HUGE distinction between "" lazy "" and con...",False,True,1.0,0.158,yaya36095/xlm-roberta-text-detector,SUCCESS -312,Lips serve many important functions. One of their main funct...,True,True,1.0,0.2,yaya36095/xlm-roberta-text-detector,SUCCESS -313,"Fish is a very broad group of animals ; lions , wolves , and...",False,True,1.0,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -314,It is not surprising that people did not realize the negativ...,True,True,1.0,0.166,yaya36095/xlm-roberta-text-detector,SUCCESS -315,Streaming is something you watch that you do n't have a copy...,False,True,1.0,0.137,yaya36095/xlm-roberta-text-detector,SUCCESS -316,Muscles get bigger when we lift weights because lifting weig...,True,True,1.0,0.212,yaya36095/xlm-roberta-text-detector,SUCCESS -317,"At night, when it's quiet and there are fewer distractions, ...",True,True,1.0,0.196,yaya36095/xlm-roberta-text-detector,SUCCESS -318,In Italy (even with taxes that are more than 50% on income) ...,False,False,1.0,0.241,yaya36095/xlm-roberta-text-detector,SUCCESS -319,It has a lot to do with diet and lifestyle as well ... Short...,False,True,1.0,0.067,yaya36095/xlm-roberta-text-detector,SUCCESS -320,If you 're travelling on the beaten path in Italy you 'll fi...,False,False,0.996,0.201,yaya36095/xlm-roberta-text-detector,SUCCESS -321,As the sun sets various light wavelengths are absorbed diffe...,False,True,1.0,0.123,yaya36095/xlm-roberta-text-detector,SUCCESS -322,Popcorn is a type of corn that has a hard outer shell called...,True,True,1.0,0.238,yaya36095/xlm-roberta-text-detector,SUCCESS -323,It usually sends a signal to the phone to see if it is compa...,False,False,1.0,0.081,yaya36095/xlm-roberta-text-detector,SUCCESS -324,"Non-nicotine electronic cigarettes, also known as e-cigarett...",True,True,1.0,0.2,yaya36095/xlm-roberta-text-detector,SUCCESS -325,"A lot of mammals have a uterus shaped more like a V , or mor...",False,True,1.0,0.174,yaya36095/xlm-roberta-text-detector,SUCCESS -326,"For me , I pirate content I would n't purchase in the first ...",False,True,1.0,0.094,yaya36095/xlm-roberta-text-detector,SUCCESS -327,A file server is a server which main purpose is to store fil...,False,True,1.0,0.135,yaya36095/xlm-roberta-text-detector,SUCCESS -328,The Puritans were various groups who advocated from serious ...,False,True,1.0,0.176,yaya36095/xlm-roberta-text-detector,SUCCESS -329,It is not always possible to simply cut away cancerous tissu...,True,True,1.0,0.183,yaya36095/xlm-roberta-text-detector,SUCCESS -330,I do n't remember the time I successfully managed to watch a...,False,True,1.0,0.11,yaya36095/xlm-roberta-text-detector,SUCCESS -331,"Ignoring the problem of the pool holding the water , since w...",False,True,1.0,0.072,yaya36095/xlm-roberta-text-detector,SUCCESS -332,Reddit moderators are volunteers who help manage the content...,True,True,1.0,0.134,yaya36095/xlm-roberta-text-detector,SUCCESS -333,I can think of a few reasons . One that no one seems to have...,False,True,1.0,0.168,yaya36095/xlm-roberta-text-detector,SUCCESS -334,There are a few options for someone who is intelligent but i...,True,True,1.0,0.262,yaya36095/xlm-roberta-text-detector,SUCCESS -335,"When you save a Word document to a USB stick, the informatio...",True,False,1.0,0.246,yaya36095/xlm-roberta-text-detector,SUCCESS -336,A turbocharger is a device that is used to boost the power o...,True,True,1.0,0.273,yaya36095/xlm-roberta-text-detector,SUCCESS -337,I 've never seen anyone tilt it up . Every car I 've been in...,False,True,1.0,0.098,yaya36095/xlm-roberta-text-detector,SUCCESS -338,Online videos and GIFs are two different types of media that...,True,False,1.0,0.202,yaya36095/xlm-roberta-text-detector,SUCCESS -339,It is unfortunate that some people who called themselves Chr...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -340,"""Black Velvet"" is a song written by David Tyson, Christopher...",True,True,1.0,0.096,yaya36095/xlm-roberta-text-detector,SUCCESS -341,Predicting how long a task will take can be difficult for a ...,True,True,1.0,0.145,yaya36095/xlm-roberta-text-detector,SUCCESS -342,Good question . I 'm fed up with people saying ' u look tire...,False,False,0.998,0.073,yaya36095/xlm-roberta-text-detector,SUCCESS -343,"The Beatles released ""I Want to Hold Your Hand"" in 1964. It ...",True,True,1.0,0.13,yaya36095/xlm-roberta-text-detector,SUCCESS -344,"Why does anyone major in anything ? I think at its core , pe...",False,True,1.0,0.136,yaya36095/xlm-roberta-text-detector,SUCCESS -345,That transaction probably cost the merchant $0.50 + 3% or cl...,False,True,0.521,0.165,yaya36095/xlm-roberta-text-detector,SUCCESS -346,It is not always necessary to undergo surgery for a bicuspid...,True,True,1.0,0.249,yaya36095/xlm-roberta-text-detector,SUCCESS -347,""" Alcohol "" refers to a class of compounds that contain a hy...",False,True,1.0,0.122,yaya36095/xlm-roberta-text-detector,SUCCESS -348,"In addition to what Get_a_GOB and da1 m adequately wrote , h...",False,True,1.0,0.085,yaya36095/xlm-roberta-text-detector,SUCCESS -349,"When you read something, the words you see on the page or sc...",True,False,0.998,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -350,Mostly so that a 24 week long season occupies more than half...,False,True,1.0,0.073,yaya36095/xlm-roberta-text-detector,SUCCESS -351,"As a guitarist , here is how I see it : it does n't work tha...",False,False,0.998,0.203,yaya36095/xlm-roberta-text-detector,SUCCESS -352,Because there are a LOT of people who get their account hack...,False,True,1.0,0.085,yaya36095/xlm-roberta-text-detector,SUCCESS -353,Hopefully they would n't get charged-- prosecutors got ta ge...,False,True,0.999,0.196,yaya36095/xlm-roberta-text-detector,SUCCESS -354,This is known as [ Olber 's Paradox ] ( URL_0 ) . Because th...,False,True,0.996,0.22,yaya36095/xlm-roberta-text-detector,SUCCESS -355,"Sure! Decriminalization means that a certain activity, such ...",True,True,1.0,0.256,yaya36095/xlm-roberta-text-detector,SUCCESS -356,A full-time job typically refers to a job that requires a pe...,True,True,1.0,0.276,yaya36095/xlm-roberta-text-detector,SUCCESS -357,Bob Seger is an American singer-songwriter who was born on M...,True,True,1.0,0.138,yaya36095/xlm-roberta-text-detector,SUCCESS -358,"I completely agree with Whazzits definition of a melody , bu...",False,True,1.0,0.134,yaya36095/xlm-roberta-text-detector,SUCCESS -359,Sure! Catchers in baseball give pitchers hand signals to let...,True,True,1.0,0.187,yaya36095/xlm-roberta-text-detector,SUCCESS -360,It is not currently possible to keep a person alive forever ...,True,True,1.0,0.207,yaya36095/xlm-roberta-text-detector,SUCCESS -361,When brass instruments first came out they did n't have valv...,False,True,1.0,0.119,yaya36095/xlm-roberta-text-detector,SUCCESS -362,Sodium hypochlorite is a chemical compound with the formula ...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -363,"In artificial intelligence, an expert system is a computer s...",False,True,1.0,0.163,yaya36095/xlm-roberta-text-detector,SUCCESS -364,Chuck Norris is a famous actor and martial artist who has ap...,True,True,1.0,0.148,yaya36095/xlm-roberta-text-detector,SUCCESS -365,"Most new cars have a feature called ""daytime running lights""...",True,False,1.0,0.204,yaya36095/xlm-roberta-text-detector,SUCCESS -366,They are very nearly synonymous ; the only difference is in ...,False,True,1.0,0.07,yaya36095/xlm-roberta-text-detector,SUCCESS -367,"It depends whether you hear an actual high - pitched noise ,...",False,False,1.0,0.219,yaya36095/xlm-roberta-text-detector,SUCCESS -368,The cost - benefit ratio is too high . Anything you want to ...,False,True,1.0,0.115,yaya36095/xlm-roberta-text-detector,SUCCESS -369,There are a few reasons why there might be more trained dogs...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -370,"poker is a very complicated game , full of subtleties and nu...",False,True,1.0,0.196,yaya36095/xlm-roberta-text-detector,SUCCESS -371,"The biggest difference is that the Start menu is gone , repl...",False,True,1.0,0.139,yaya36095/xlm-roberta-text-detector,SUCCESS -372,"Well , the nazis were members of Hitler 's political party N...",False,True,1.0,0.073,yaya36095/xlm-roberta-text-detector,SUCCESS -373,It is important to be cautious when considering investing in...,True,True,1.0,0.212,yaya36095/xlm-roberta-text-detector,SUCCESS -374,same reason a spoon of soup cools quicker than a large bowl ...,False,True,1.0,0.082,yaya36095/xlm-roberta-text-detector,SUCCESS -375,"We do n't know for sure ! The best answer ( ELI5 answer , no...",False,True,1.0,0.13,yaya36095/xlm-roberta-text-detector,SUCCESS -376,"When your body senses fear , your testicles reflexively rais...",False,True,1.0,0.087,yaya36095/xlm-roberta-text-detector,SUCCESS -377,Sound is a type of energy that travels through vibrations. T...,True,True,1.0,0.204,yaya36095/xlm-roberta-text-detector,SUCCESS -378,Sports teams are usually funded by the owners of the team an...,True,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -379,I think it has to do with the stigma associated with users o...,False,True,1.0,0.079,yaya36095/xlm-roberta-text-detector,SUCCESS -380,""" Running out "" is a bit misleading . Most people will get m...",False,False,1.0,0.246,yaya36095/xlm-roberta-text-detector,SUCCESS -381,"You can fall asleep standing up I think for a moment , but t...",False,True,0.999,0.09,yaya36095/xlm-roberta-text-detector,SUCCESS -382,"In movies, actors and actresses often pretend to have sex, b...",True,True,1.0,0.163,yaya36095/xlm-roberta-text-detector,SUCCESS -383,Social Darwinism is a belief that some groups of people are ...,True,True,1.0,0.157,yaya36095/xlm-roberta-text-detector,SUCCESS -384,"""The NeverEnding Story"" is a song by German band Limahl (Kie...",True,True,1.0,0.135,yaya36095/xlm-roberta-text-detector,SUCCESS -385,Sure! NASCAR is a type of racing where people drive really f...,True,False,1.0,0.14,yaya36095/xlm-roberta-text-detector,SUCCESS -386,"When a group , usually prisoners are made to travel long dis...",False,True,1.0,0.125,yaya36095/xlm-roberta-text-detector,SUCCESS -387,"In music theory , frequencies that are a simple ratios sound...",False,False,0.995,0.202,yaya36095/xlm-roberta-text-detector,SUCCESS -388,"Great question! Just like humans, animals that live in the w...",True,True,1.0,0.204,yaya36095/xlm-roberta-text-detector,SUCCESS -389,"Most people say the fibonacci sequence is important , becaus...",False,False,1.0,0.153,yaya36095/xlm-roberta-text-detector,SUCCESS -390,"\nWhen you see something with your eyes, it means that light...",True,True,0.999,0.19,yaya36095/xlm-roberta-text-detector,SUCCESS -391,"In their quest for civil rights and equality , many blacks i...",False,True,1.0,0.103,yaya36095/xlm-roberta-text-detector,SUCCESS -392,The telephone was invented by Alexander Graham Bell in 1876....,True,True,0.754,0.219,yaya36095/xlm-roberta-text-detector,SUCCESS -393,Andy Whitfield (died 11 September 2011) was a Welsh Australi...,False,True,1.0,0.069,yaya36095/xlm-roberta-text-detector,SUCCESS -394,Shin A Lam is a Korean fencer who competed in the 2012 Olymp...,True,True,0.995,0.212,yaya36095/xlm-roberta-text-detector,SUCCESS -395,"Jamestown is a town located in Guilford County, North Caroli...",True,True,1.0,0.141,yaya36095/xlm-roberta-text-detector,SUCCESS -396,""" The first thing you need to know about the Internet , "" He...",False,True,1.0,0.181,yaya36095/xlm-roberta-text-detector,SUCCESS -397,Sometimes an established company may already have that name ...,False,True,1.0,0.091,yaya36095/xlm-roberta-text-detector,SUCCESS -398,"Ever seen Toy Story ? To boil it down to it 's simplest , it...",False,True,1.0,0.073,yaya36095/xlm-roberta-text-detector,SUCCESS -399,"In war, there are rules that are meant to protect civilians ...",True,True,1.0,0.165,yaya36095/xlm-roberta-text-detector,SUCCESS -400,A mortgage gift exchange is a financial arrangement in which...,True,True,1.0,0.175,yaya36095/xlm-roberta-text-detector,SUCCESS -401,"In the context of business asset transfer, tax allocation re...",True,True,1.0,0.17,yaya36095/xlm-roberta-text-detector,SUCCESS -402,Dogs don't live as long as people because they have a faster...,True,True,1.0,0.186,yaya36095/xlm-roberta-text-detector,SUCCESS -403,Driving in cities with traffic jams daily will quickly cure ...,False,True,1.0,0.069,yaya36095/xlm-roberta-text-detector,SUCCESS -404,I would imagine it 's a combination of factors here . The sn...,False,False,1.0,0.19,yaya36095/xlm-roberta-text-detector,SUCCESS -405,The licenses for the mobile and browser version are differen...,False,True,1.0,0.077,yaya36095/xlm-roberta-text-detector,SUCCESS -406,The use of 60 as a base for measuring time can be traced bac...,True,True,1.0,0.227,yaya36095/xlm-roberta-text-detector,SUCCESS -407,It's hard to say exactly why some people might hate feminist...,True,True,1.0,0.21,yaya36095/xlm-roberta-text-detector,SUCCESS -408,I 'm not sure why I get morning wood but I think it has some...,False,False,1.0,0.126,yaya36095/xlm-roberta-text-detector,SUCCESS -409,The universe is not expanding into anything . The current ac...,False,True,1.0,0.106,yaya36095/xlm-roberta-text-detector,SUCCESS -410,Gym class parachutes are large pieces of fabric that are use...,True,True,1.0,0.169,yaya36095/xlm-roberta-text-detector,SUCCESS -411,Revenge is when someone does something bad to someone else o...,True,False,0.998,0.154,yaya36095/xlm-roberta-text-detector,SUCCESS -412,I am not a mathematician but I will present my theory anyway...,False,True,1.0,0.142,yaya36095/xlm-roberta-text-detector,SUCCESS -413,It's considered dangerous to use your cell phone near an ope...,True,True,1.0,0.117,yaya36095/xlm-roberta-text-detector,SUCCESS -414,It is common for car dealers to offer lower prices on used c...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -415,Tesla cars are made in the U.S. and therefore have to be exp...,False,True,1.0,0.088,yaya36095/xlm-roberta-text-detector,SUCCESS -416,Black Friday is a shopping holiday that traditionally takes ...,True,True,1.0,0.149,yaya36095/xlm-roberta-text-detector,SUCCESS -417,"It creates some minor difficulties , but not as much as if y...",False,True,1.0,0.127,yaya36095/xlm-roberta-text-detector,SUCCESS -418,Gravity is what makes things fall down to the ground instead...,True,False,1.0,0.142,yaya36095/xlm-roberta-text-detector,SUCCESS -419,We do n't . It 's as simple as that : nobody has any idea wh...,False,True,1.0,0.099,yaya36095/xlm-roberta-text-detector,SUCCESS -420,A free radical is a type of molecule that has an unpaired el...,True,True,1.0,0.198,yaya36095/xlm-roberta-text-detector,SUCCESS -421,I think it 's because of the different roles the writers & d...,False,True,1.0,0.15,yaya36095/xlm-roberta-text-detector,SUCCESS -422,Scary things can seem scarier at night because our brains ar...,True,True,1.0,0.17,yaya36095/xlm-roberta-text-detector,SUCCESS -423,"A fire needs three things to keep burning : fuel , oxygen , ...",False,True,1.0,0.085,yaya36095/xlm-roberta-text-detector,SUCCESS -424,Welfare requires you to jump through administrative hoops in...,False,False,0.999,0.147,yaya36095/xlm-roberta-text-detector,SUCCESS -425,It 's useful because it tells you how you 're doing financia...,False,True,1.0,0.117,yaya36095/xlm-roberta-text-detector,SUCCESS -426,Derealization is a feeling of detachment or disconnection fr...,True,True,1.0,0.212,yaya36095/xlm-roberta-text-detector,SUCCESS -427,"Sometimes , tech support people ask this * * just to make su...",False,True,0.767,0.074,yaya36095/xlm-roberta-text-detector,SUCCESS -428,It depends on the specific terms of your internet service ag...,True,True,1.0,0.275,yaya36095/xlm-roberta-text-detector,SUCCESS -429,I suppose you can print them and hand them down . My wife pr...,False,True,0.998,0.111,yaya36095/xlm-roberta-text-detector,SUCCESS -430,"I'm sorry, but I don't have any information about Walmart em...",True,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -431,Basically it 's overused and in most cases also misused . Th...,False,False,1.0,0.189,yaya36095/xlm-roberta-text-detector,SUCCESS -432,"The four-digit extension on ZIP codes, also known as the ZIP...",True,True,1.0,0.197,yaya36095/xlm-roberta-text-detector,SUCCESS -433,"During takeoff and landing, the airplane is going through a ...",True,True,1.0,0.136,yaya36095/xlm-roberta-text-detector,SUCCESS -434,It's illegal to drive without a seat belt in a car because s...,True,True,1.0,0.17,yaya36095/xlm-roberta-text-detector,SUCCESS -435,Corporate personhood is the legal concept that a corporation...,True,True,1.0,0.192,yaya36095/xlm-roberta-text-detector,SUCCESS -436,Penny bid sites are online auctions where you can bid on ite...,True,True,1.0,0.144,yaya36095/xlm-roberta-text-detector,SUCCESS -437,"As we grow and develop, our bodies and tastes change. This c...",True,True,1.0,0.189,yaya36095/xlm-roberta-text-detector,SUCCESS -438,My theory . If you have 200 or so friends and you look at mo...,False,False,1.0,0.18,yaya36095/xlm-roberta-text-detector,SUCCESS -439,1 . Buy Patents 2 . Claim that someone is infringing on your...,False,False,1.0,0.086,yaya36095/xlm-roberta-text-detector,SUCCESS -440,"Suction , per my husband , who used to work on ATM machines ...",False,True,1.0,0.058,yaya36095/xlm-roberta-text-detector,SUCCESS -441,"Yes, cars have sensors that can measure their own speed. The...",True,True,0.993,0.138,yaya36095/xlm-roberta-text-detector,SUCCESS -442,Giving money as a gift is often considered impersonal becaus...,True,True,1.0,0.196,yaya36095/xlm-roberta-text-detector,SUCCESS -443,"When you make a phone call or send a text message, your phon...",True,True,1.0,0.183,yaya36095/xlm-roberta-text-detector,SUCCESS -444,Gabapentin (brand name Neurontin) is a medication that is pr...,True,True,1.0,0.192,yaya36095/xlm-roberta-text-detector,SUCCESS -445,"Iron is attracted to magnets, but the amount of iron in your...",True,True,1.0,0.175,yaya36095/xlm-roberta-text-detector,SUCCESS -446,Amputations are surgeries that involve removing a part of th...,True,True,1.0,0.185,yaya36095/xlm-roberta-text-detector,SUCCESS -447,It is not legal or safe to buy or sell marijuana in many pla...,True,True,1.0,0.137,yaya36095/xlm-roberta-text-detector,SUCCESS -448,The hypothesis is an important part of the scientific method...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -449,Well everyone here is n't wrong to say things like it 's ref...,False,False,0.996,0.1,yaya36095/xlm-roberta-text-detector,SUCCESS -450,"""O level"" refers to the General Certificate of Education (GC...",True,True,1.0,0.131,yaya36095/xlm-roberta-text-detector,SUCCESS -451,Wikipedia is not a complete mess because it has a large comm...,True,True,1.0,0.189,yaya36095/xlm-roberta-text-detector,SUCCESS -452,The WWW is a service that runs on the Internet . There are m...,False,False,1.0,0.17,yaya36095/xlm-roberta-text-detector,SUCCESS -453,It would wash away from the rain since salt is water soluble...,False,True,1.0,0.121,yaya36095/xlm-roberta-text-detector,SUCCESS -454,If you put something in water it will move the water aside t...,False,False,1.0,0.183,yaya36095/xlm-roberta-text-detector,SUCCESS -455,"HTTP stands for ""Hypertext Transfer Protocol"" and it is the ...",True,True,1.0,0.209,yaya36095/xlm-roberta-text-detector,SUCCESS -456,The dogs are trained to be alerted by the smell of their own...,False,True,0.938,0.088,yaya36095/xlm-roberta-text-detector,SUCCESS -457,Trader Joe's is a grocery store chain that is known for its ...,True,True,1.0,0.154,yaya36095/xlm-roberta-text-detector,SUCCESS -458,It is difficult to determine the average American income bec...,True,True,1.0,0.202,yaya36095/xlm-roberta-text-detector,SUCCESS -459,Psych is an American comedy-drama television series that air...,True,True,1.0,0.092,yaya36095/xlm-roberta-text-detector,SUCCESS -460,""" Why do italian tanks have multiple reverse gears and only ...",False,False,0.993,0.064,yaya36095/xlm-roberta-text-detector,SUCCESS -461,They work when the elevator is in fireman control mode ....,False,True,1.0,0.058,yaya36095/xlm-roberta-text-detector,SUCCESS -462,Sure! A gigabyte is a unit of measurement for data. It's use...,True,True,1.0,0.159,yaya36095/xlm-roberta-text-detector,SUCCESS -463,"In the classic children's novel ""The Wizard of Oz,"" written ...",True,True,1.0,0.099,yaya36095/xlm-roberta-text-detector,SUCCESS -464,Why is it being linked with real time communication . Are we...,False,True,0.999,0.06,yaya36095/xlm-roberta-text-detector,SUCCESS -465,they may be willing to issue mortgages with smaller deposits...,False,True,0.995,0.208,yaya36095/xlm-roberta-text-detector,SUCCESS -466,"Yes, a finger injury can cause an infection if it is not pro...",True,True,1.0,0.146,yaya36095/xlm-roberta-text-detector,SUCCESS -467,"First of all , a regular computer * is n't * good at generat...",False,True,1.0,0.139,yaya36095/xlm-roberta-text-detector,SUCCESS -468,Cats are pretty much self - domesticated ( the ones that wou...,False,False,1.0,0.114,yaya36095/xlm-roberta-text-detector,SUCCESS -469,"Imagine a hollow sphere , made of glass , with a vacuum insi...",False,True,0.996,0.113,yaya36095/xlm-roberta-text-detector,SUCCESS -470,"I'm sorry, but I don't have any information about a dish cal...",True,True,1.0,0.119,yaya36095/xlm-roberta-text-detector,SUCCESS -471,Military strength is measured by various factors . How big i...,False,True,1.0,0.113,yaya36095/xlm-roberta-text-detector,SUCCESS -472,It 's called type - casting . Elijah Wood will always be Fro...,False,True,1.0,0.091,yaya36095/xlm-roberta-text-detector,SUCCESS -473,The Flat Earth Society is a group of people who believe that...,True,True,1.0,0.14,yaya36095/xlm-roberta-text-detector,SUCCESS -474,Because you ca n't see the lego bricks on the carpet...,False,False,1.0,0.058,yaya36095/xlm-roberta-text-detector,SUCCESS -475,"In major studio films , the studio keeps most of the money ....",False,True,1.0,0.096,yaya36095/xlm-roberta-text-detector,SUCCESS -476,Complex numbers revolve around the number * i * . * i * is a...,False,True,1.0,0.139,yaya36095/xlm-roberta-text-detector,SUCCESS -477,The West (including countries like the United States and Eur...,True,True,1.0,0.2,yaya36095/xlm-roberta-text-detector,SUCCESS -478,There are a few reasons why you might not see news about Mon...,True,True,1.0,0.194,yaya36095/xlm-roberta-text-detector,SUCCESS -479,"When you have a cold, your body is trying to get rid of a vi...",True,False,1.0,0.182,yaya36095/xlm-roberta-text-detector,SUCCESS -480,"Piers Morgan is a British television presenter, journalist, ...",True,True,1.0,0.148,yaya36095/xlm-roberta-text-detector,SUCCESS -481,The value of tokens that you have purchased at an older pric...,True,True,1.0,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -482,"I'm sorry, but it is not possible for a vaccine to cause neu...",True,True,1.0,0.134,yaya36095/xlm-roberta-text-detector,SUCCESS -483,If foxtel is a cable provider then the reason is that the ne...,False,True,1.0,0.118,yaya36095/xlm-roberta-text-detector,SUCCESS -484,"I'm sorry, but I don't understand what you're asking. Could ...",True,True,1.0,0.067,yaya36095/xlm-roberta-text-detector,SUCCESS -485,"​ ··· ChatGPT Dec 15 Version. Free Research Preview. O...",True,False,1.0,0.181,yaya36095/xlm-roberta-text-detector,SUCCESS -486,NYSE and Nasdaq are secondary markets where stocks are bough...,False,True,1.0,0.07,yaya36095/xlm-roberta-text-detector,SUCCESS -487,Credit unions are not-for-profit financial cooperatives that...,True,True,1.0,0.179,yaya36095/xlm-roberta-text-detector,SUCCESS -488,"In the maintenance of file systems , defragmentation is a pr...",False,True,1.0,0.062,yaya36095/xlm-roberta-text-detector,SUCCESS -489,"No other countries want to pay for bases in the US , largely...",False,True,0.698,0.145,yaya36095/xlm-roberta-text-detector,SUCCESS -490,"Water does n't have a taste , or I guess I should say , we c...",False,True,1.0,0.087,yaya36095/xlm-roberta-text-detector,SUCCESS -491,"What makes you think they are "" more common than ever before...",False,True,1.0,0.055,yaya36095/xlm-roberta-text-detector,SUCCESS -492,"There are actually seat belts on some buses, but not all of ...",True,True,1.0,0.14,yaya36095/xlm-roberta-text-detector,SUCCESS -493,"Ok , let say that the doors are marked A , B and C. Suppose ...",False,False,1.0,0.171,yaya36095/xlm-roberta-text-detector,SUCCESS -494,A multivitamin is like a safety net . It assures you gets en...,False,False,1.0,0.126,yaya36095/xlm-roberta-text-detector,SUCCESS -495,The [ Maillard Reaction ] ( URL_0 ) is a chemical reaction w...,False,True,1.0,0.161,yaya36095/xlm-roberta-text-detector,SUCCESS -496,"When you inject a liquid into your body, the extra liquid go...",True,True,1.0,0.191,yaya36095/xlm-roberta-text-detector,SUCCESS -497,"The term ""gringo"" is a Spanish word that is often used to re...",True,True,1.0,0.155,yaya36095/xlm-roberta-text-detector,SUCCESS -498,There are many reasons why some Republicans opposed Hillary ...,True,True,1.0,0.123,yaya36095/xlm-roberta-text-detector,SUCCESS -499,Market cap is the current value of a company's equity and is...,False,True,1.0,0.119,yaya36095/xlm-roberta-text-detector,SUCCESS diff --git a/backend/image_evaluation_raw_results-Hemg/Deepfake-image.csv b/backend/image_evaluation_raw_results-Hemg/Deepfake-image.csv deleted file mode 100644 index c1f60a41141a16220e9908a635c3a7eb0b9c3e89..0000000000000000000000000000000000000000 --- a/backend/image_evaluation_raw_results-Hemg/Deepfake-image.csv +++ /dev/null @@ -1,61 +0,0 @@ -id,ground_truth,predicted,confidence,analysis_time,used_model,status -0,False,False,0.703,19.508,Hemg/Deepfake-image,SUCCESS -1,True,False,0.752,0.189,Hemg/Deepfake-image,SUCCESS -2,False,False,0.796,0.186,Hemg/Deepfake-image,SUCCESS -3,True,False,0.638,0.188,Hemg/Deepfake-image,SUCCESS -4,False,True,0.537,0.188,Hemg/Deepfake-image,SUCCESS -5,True,False,0.733,0.188,Hemg/Deepfake-image,SUCCESS -6,False,False,0.783,0.182,Hemg/Deepfake-image,SUCCESS -7,True,True,0.649,0.186,Hemg/Deepfake-image,SUCCESS -8,True,False,0.606,0.186,Hemg/Deepfake-image,SUCCESS -9,False,False,0.583,0.182,Hemg/Deepfake-image,SUCCESS -10,True,False,0.632,0.189,Hemg/Deepfake-image,SUCCESS -11,True,False,0.865,0.187,Hemg/Deepfake-image,SUCCESS -12,False,False,0.807,0.187,Hemg/Deepfake-image,SUCCESS -13,False,False,0.574,0.187,Hemg/Deepfake-image,SUCCESS -14,False,False,0.687,0.184,Hemg/Deepfake-image,SUCCESS -15,True,False,0.741,0.187,Hemg/Deepfake-image,SUCCESS -16,False,False,0.778,0.187,Hemg/Deepfake-image,SUCCESS -17,True,True,0.605,0.195,Hemg/Deepfake-image,SUCCESS -18,False,False,0.633,0.192,Hemg/Deepfake-image,SUCCESS -19,True,False,0.865,0.187,Hemg/Deepfake-image,SUCCESS -20,True,True,0.543,0.185,Hemg/Deepfake-image,SUCCESS -21,False,False,0.656,0.19,Hemg/Deepfake-image,SUCCESS -22,True,False,0.516,0.181,Hemg/Deepfake-image,SUCCESS -23,False,False,0.64,0.184,Hemg/Deepfake-image,SUCCESS -24,False,False,0.672,0.189,Hemg/Deepfake-image,SUCCESS -25,True,False,0.641,0.187,Hemg/Deepfake-image,SUCCESS -26,True,False,0.767,0.187,Hemg/Deepfake-image,SUCCESS -27,False,True,0.575,0.187,Hemg/Deepfake-image,SUCCESS -28,False,False,0.562,0.185,Hemg/Deepfake-image,SUCCESS -29,True,False,0.569,0.186,Hemg/Deepfake-image,SUCCESS -30,True,False,0.724,0.189,Hemg/Deepfake-image,SUCCESS -31,True,False,0.609,0.189,Hemg/Deepfake-image,SUCCESS -32,False,False,0.665,0.186,Hemg/Deepfake-image,SUCCESS -33,True,False,0.793,0.18,Hemg/Deepfake-image,SUCCESS -34,True,False,0.619,0.194,Hemg/Deepfake-image,SUCCESS -35,True,False,0.751,0.179,Hemg/Deepfake-image,SUCCESS -36,False,True,0.506,0.185,Hemg/Deepfake-image,SUCCESS -37,False,False,0.543,0.189,Hemg/Deepfake-image,SUCCESS -38,True,False,0.616,0.185,Hemg/Deepfake-image,SUCCESS -39,False,False,0.578,0.186,Hemg/Deepfake-image,SUCCESS -40,True,True,0.503,0.182,Hemg/Deepfake-image,SUCCESS -41,True,False,0.583,0.177,Hemg/Deepfake-image,SUCCESS -42,False,False,0.763,0.188,Hemg/Deepfake-image,SUCCESS -43,False,False,0.715,0.186,Hemg/Deepfake-image,SUCCESS -44,False,False,0.69,0.192,Hemg/Deepfake-image,SUCCESS -45,False,False,0.595,0.184,Hemg/Deepfake-image,SUCCESS -46,True,False,0.614,0.179,Hemg/Deepfake-image,SUCCESS -47,False,False,0.812,0.188,Hemg/Deepfake-image,SUCCESS -48,False,False,0.713,0.181,Hemg/Deepfake-image,SUCCESS -49,True,False,0.666,0.18,Hemg/Deepfake-image,SUCCESS -50,False,False,0.758,0.183,Hemg/Deepfake-image,SUCCESS -51,True,False,0.587,0.179,Hemg/Deepfake-image,SUCCESS -52,False,False,0.777,0.187,Hemg/Deepfake-image,SUCCESS -53,False,False,0.554,0.178,Hemg/Deepfake-image,SUCCESS -54,True,False,0.659,0.176,Hemg/Deepfake-image,SUCCESS -55,False,False,0.813,0.184,Hemg/Deepfake-image,SUCCESS -56,True,False,0.821,0.182,Hemg/Deepfake-image,SUCCESS -57,False,False,0.592,0.191,Hemg/Deepfake-image,SUCCESS -58,True,False,0.602,0.18,Hemg/Deepfake-image,SUCCESS -59,True,False,0.721,0.185,Hemg/Deepfake-image,SUCCESS diff --git a/backend/image_evaluation_raw_results-Hemg/image_confusion_matrix.png b/backend/image_evaluation_raw_results-Hemg/image_confusion_matrix.png deleted file mode 100644 index e807e0fbb78deedd41550ed82e174bb3e350baeb..0000000000000000000000000000000000000000 Binary files a/backend/image_evaluation_raw_results-Hemg/image_confusion_matrix.png and /dev/null differ diff --git a/backend/image_evaluation_raw_results-Hemg/image_evaluation_summary_report.txt b/backend/image_evaluation_raw_results-Hemg/image_evaluation_summary_report.txt deleted file mode 100644 index 7c350ffa9175b4201ee2318e5996beddf6a817e0..0000000000000000000000000000000000000000 --- a/backend/image_evaluation_raw_results-Hemg/image_evaluation_summary_report.txt +++ /dev/null @@ -1,17 +0,0 @@ -================================================== - RAPORT JAKOŚCI DETEKCJI OBRAZÓW (DEEPFAKE) -================================================== -Zanalizowano pomyślnie próbki: 60 / 60 -Ogólna dokładność (Accuracy): 51.67% -Średni czas analizy: 0.507 sekundy - -Szczegółowe metryki klasyfikacji: - precision recall f1-score support - - REAL_IMAGE 0.51 0.90 0.65 30 -AI_GENERATED 0.57 0.13 0.22 30 - - accuracy 0.52 60 - macro avg 0.54 0.52 0.43 60 -weighted avg 0.54 0.52 0.43 60 -================================================== diff --git a/backend/image_evaluation_raw_results-Hemg/image_roc_curve.png b/backend/image_evaluation_raw_results-Hemg/image_roc_curve.png deleted file mode 100644 index 2650178f1867e87ab981647f8c91b0b8c28676c6..0000000000000000000000000000000000000000 Binary files a/backend/image_evaluation_raw_results-Hemg/image_roc_curve.png and /dev/null differ diff --git a/backend/image_evaluation_raw_results-capcheck/ai-image-detection.csv b/backend/image_evaluation_raw_results-capcheck/ai-image-detection.csv deleted file mode 100644 index 941544d52ae3ed0b89edf8ccfa4806d8d5652a82..0000000000000000000000000000000000000000 --- a/backend/image_evaluation_raw_results-capcheck/ai-image-detection.csv +++ /dev/null @@ -1,61 +0,0 @@ -id,ground_truth,predicted,confidence,analysis_time,used_model,status -0,False,False,0.999,1.711,capcheck/ai-image-detection,SUCCESS -1,True,True,0.997,0.194,capcheck/ai-image-detection,SUCCESS -2,False,False,0.997,0.197,capcheck/ai-image-detection,SUCCESS -3,True,True,0.998,0.191,capcheck/ai-image-detection,SUCCESS -4,False,False,0.998,0.192,capcheck/ai-image-detection,SUCCESS -5,True,True,0.996,0.192,capcheck/ai-image-detection,SUCCESS -6,False,False,0.999,0.189,capcheck/ai-image-detection,SUCCESS -7,True,True,0.998,0.189,capcheck/ai-image-detection,SUCCESS -8,True,True,0.994,0.195,capcheck/ai-image-detection,SUCCESS -9,False,False,0.998,0.192,capcheck/ai-image-detection,SUCCESS -10,True,True,0.998,0.192,capcheck/ai-image-detection,SUCCESS -11,True,True,0.997,0.193,capcheck/ai-image-detection,SUCCESS -12,False,False,0.997,0.187,capcheck/ai-image-detection,SUCCESS -13,False,False,0.999,0.191,capcheck/ai-image-detection,SUCCESS -14,False,True,0.772,0.198,capcheck/ai-image-detection,SUCCESS -15,True,True,0.993,0.203,capcheck/ai-image-detection,SUCCESS -16,False,False,0.998,0.19,capcheck/ai-image-detection,SUCCESS -17,True,True,0.997,0.188,capcheck/ai-image-detection,SUCCESS -18,False,False,0.999,0.2,capcheck/ai-image-detection,SUCCESS -19,True,True,0.996,0.193,capcheck/ai-image-detection,SUCCESS -20,True,True,0.819,0.192,capcheck/ai-image-detection,SUCCESS -21,False,False,0.991,0.192,capcheck/ai-image-detection,SUCCESS -22,True,True,0.998,0.188,capcheck/ai-image-detection,SUCCESS -23,False,False,0.991,0.189,capcheck/ai-image-detection,SUCCESS -24,False,False,0.997,0.191,capcheck/ai-image-detection,SUCCESS -25,True,True,0.998,0.185,capcheck/ai-image-detection,SUCCESS -26,True,True,0.993,0.189,capcheck/ai-image-detection,SUCCESS -27,False,False,0.999,0.19,capcheck/ai-image-detection,SUCCESS -28,False,False,0.998,0.187,capcheck/ai-image-detection,SUCCESS -29,True,True,0.995,0.188,capcheck/ai-image-detection,SUCCESS -30,True,True,0.993,0.181,capcheck/ai-image-detection,SUCCESS -31,True,True,0.997,0.192,capcheck/ai-image-detection,SUCCESS -32,False,False,0.999,0.187,capcheck/ai-image-detection,SUCCESS -33,True,True,0.998,0.186,capcheck/ai-image-detection,SUCCESS -34,True,True,0.997,0.186,capcheck/ai-image-detection,SUCCESS -35,True,True,0.998,0.186,capcheck/ai-image-detection,SUCCESS -36,False,False,0.997,0.191,capcheck/ai-image-detection,SUCCESS -37,False,False,0.991,0.192,capcheck/ai-image-detection,SUCCESS -38,True,True,0.997,0.189,capcheck/ai-image-detection,SUCCESS -39,False,False,0.999,0.184,capcheck/ai-image-detection,SUCCESS -40,True,True,0.998,0.19,capcheck/ai-image-detection,SUCCESS -41,True,True,0.998,0.184,capcheck/ai-image-detection,SUCCESS -42,False,False,0.998,0.188,capcheck/ai-image-detection,SUCCESS -43,False,False,0.998,0.188,capcheck/ai-image-detection,SUCCESS -44,False,False,0.997,0.18,capcheck/ai-image-detection,SUCCESS -45,False,False,0.986,0.186,capcheck/ai-image-detection,SUCCESS -46,True,True,0.999,0.182,capcheck/ai-image-detection,SUCCESS -47,False,False,0.998,0.187,capcheck/ai-image-detection,SUCCESS -48,False,False,0.998,0.19,capcheck/ai-image-detection,SUCCESS -49,True,True,0.998,0.19,capcheck/ai-image-detection,SUCCESS -50,False,False,0.998,0.192,capcheck/ai-image-detection,SUCCESS -51,True,True,0.998,0.188,capcheck/ai-image-detection,SUCCESS -52,False,False,0.982,0.188,capcheck/ai-image-detection,SUCCESS -53,False,False,0.998,0.189,capcheck/ai-image-detection,SUCCESS -54,True,True,0.998,0.182,capcheck/ai-image-detection,SUCCESS -55,False,False,0.998,0.183,capcheck/ai-image-detection,SUCCESS -56,True,True,0.997,0.196,capcheck/ai-image-detection,SUCCESS -57,False,False,0.998,0.186,capcheck/ai-image-detection,SUCCESS -58,True,True,0.998,0.194,capcheck/ai-image-detection,SUCCESS -59,True,True,0.996,0.186,capcheck/ai-image-detection,SUCCESS diff --git a/backend/image_evaluation_raw_results-capcheck/image_confusion_matrix.png b/backend/image_evaluation_raw_results-capcheck/image_confusion_matrix.png deleted file mode 100644 index f5b82691d19b58c256eccb5a91657ccf83931060..0000000000000000000000000000000000000000 Binary files a/backend/image_evaluation_raw_results-capcheck/image_confusion_matrix.png and /dev/null differ diff --git a/backend/image_evaluation_raw_results-capcheck/image_evaluation_summary_report.txt b/backend/image_evaluation_raw_results-capcheck/image_evaluation_summary_report.txt deleted file mode 100644 index e15eef097e5ba7cbeba3fb4e0913ec53b154b09b..0000000000000000000000000000000000000000 --- a/backend/image_evaluation_raw_results-capcheck/image_evaluation_summary_report.txt +++ /dev/null @@ -1,17 +0,0 @@ -================================================== - RAPORT JAKOŚCI DETEKCJI OBRAZÓW (DEEPFAKE) -================================================== -Zanalizowano pomyślnie próbki: 60 / 60 -Ogólna dokładność (Accuracy): 98.33% -Średni czas analizy: 0.215 sekundy - -Szczegółowe metryki klasyfikacji: - precision recall f1-score support - - REAL_IMAGE 1.00 0.97 0.98 30 -AI_GENERATED 0.97 1.00 0.98 30 - - accuracy 0.98 60 - macro avg 0.98 0.98 0.98 60 -weighted avg 0.98 0.98 0.98 60 -================================================== diff --git a/backend/image_evaluation_raw_results-capcheck/image_roc_curve.png b/backend/image_evaluation_raw_results-capcheck/image_roc_curve.png deleted file mode 100644 index 538259bc1c09565b1060104c61d22aeeeb90207c..0000000000000000000000000000000000000000 Binary files a/backend/image_evaluation_raw_results-capcheck/image_roc_curve.png and /dev/null differ diff --git a/backend/run_tests.py b/backend/run_tests.py deleted file mode 100644 index d71cbba508d5c6dc2819be02b9bea15e01feb47f..0000000000000000000000000000000000000000 --- a/backend/run_tests.py +++ /dev/null @@ -1,47 +0,0 @@ -#!/usr/bin/env python -""" -Simple test runner script for the Deepfake Detection Service. -Run this file to execute all tests with proper output formatting. -""" - -import sys -import subprocess -from pathlib import Path - - -def run_tests(): - """Run all tests with pytest.""" - print("=" * 70) - print("🧪 Deepfake Detection Service - Test Suite") - print("=" * 70) - - backend_dir = Path(__file__).parent - - # Run tests with verbose output - cmd = [ - sys.executable, - "-m", - "pytest", - "tests/", - "-v", - "--tb=short", - "-ra" # Show summary of all test outcomes - ] - - print(f"\n📝 Running command: {' '.join(cmd)}\n") - - result = subprocess.run(cmd, cwd=backend_dir) - - print("\n" + "=" * 70) - if result.returncode == 0: - print("✅ All tests passed!") - else: - print("❌ Some tests failed. See output above for details.") - print("=" * 70) - - return result.returncode - - -if __name__ == "__main__": - exit_code = run_tests() - sys.exit(exit_code) diff --git a/backend/test_rate_limit.sh b/backend/test_rate_limit.sh deleted file mode 100644 index 8a62f591683e1fd1081887c397a576e17e02082d..0000000000000000000000000000000000000000 --- a/backend/test_rate_limit.sh +++ /dev/null @@ -1,161 +0,0 @@ -#!/bin/bash - -# Manual Testing Script for Rate Limiting (slowapi) -# This script demonstrates how to test the rate limiting manually -# Make sure the backend is running first: python main.py - -API_URL="http://127.0.0.1:8000" -ENDPOINT="/analyze" - -# Sample text for testing -SAMPLE_TEXT="This is a comprehensive test of the rate limiting functionality to ensure that the API properly restricts requests to one per five second interval." - -# Colors for output -RED='\033[0;31m' -GREEN='\033[0;32m' -YELLOW='\033[1;33m' -BLUE='\033[0;34m' -NC='\033[0m' # No Color - -echo -e "${BLUE}╔═══════════════════════════════════════════════════════════════════════════╗${NC}" -echo -e "${BLUE}║ Rate Limiting Test - Slowapi (1 request per 5 seconds) ║${NC}" -echo -e "${BLUE}╚═══════════════════════════════════════════════════════════════════════════╝${NC}" -echo "" - -# Test 1: First request (should succeed) -echo -e "${YELLOW}[TEST 1]${NC} First request (should succeed - HTTP 200):" -echo -e "${YELLOW}Command:${NC} curl -X POST $API_URL$ENDPOINT -H \"Content-Type: application/json\" -d '{...}'" -echo "" - -RESPONSE1=$(curl -s -w "\n%{http_code}" -X POST "$API_URL$ENDPOINT" \ - -H "Content-Type: application/json" \ - -d "{ - \"content_type\": \"text\", - \"text\": \"$SAMPLE_TEXT\" - }") - -HTTP_CODE1=$(echo "$RESPONSE1" | tail -n 1) -BODY1=$(echo "$RESPONSE1" | head -n -1) - -if [ "$HTTP_CODE1" == "200" ]; then - echo -e "${GREEN}✅ SUCCESS${NC} - HTTP $HTTP_CODE1" - echo -e "${GREEN}Response:${NC} (truncated) $(echo $BODY1 | head -c 100)..." -else - echo -e "${RED}❌ FAILED${NC} - HTTP $HTTP_CODE1" - echo -e "${RED}Response:${NC} $BODY1" -fi -echo "" - -# Test 2: Immediate second request (should be rate limited) -echo -e "${YELLOW}[TEST 2]${NC} Immediate second request (should be rate limited - HTTP 429):" -echo -e "${YELLOW}Command:${NC} curl -X POST $API_URL$ENDPOINT ... (immediately)" -echo "" - -RESPONSE2=$(curl -s -w "\n%{http_code}" -X POST "$API_URL$ENDPOINT" \ - -H "Content-Type: application/json" \ - -d "{ - \"content_type\": \"text\", - \"text\": \"$SAMPLE_TEXT\" - }") - -HTTP_CODE2=$(echo "$RESPONSE2" | tail -n 1) -BODY2=$(echo "$RESPONSE2" | head -n -1) - -if [ "$HTTP_CODE2" == "429" ]; then - echo -e "${GREEN}✅ SUCCESS${NC} - HTTP $HTTP_CODE2 (Rate Limited as expected)" - echo -e "${GREEN}Response:${NC} (truncated) $(echo $BODY2 | head -c 100)..." -else - echo -e "${RED}❌ FAILED${NC} - Expected HTTP 429, got HTTP $HTTP_CODE2" -fi -echo "" - -# Test 3: Wait and retry -echo -e "${YELLOW}[TEST 3]${NC} Wait 5 seconds and retry (should succeed - HTTP 200):" -echo -e "${YELLOW}Command:${NC} sleep 5 && curl -X POST $API_URL$ENDPOINT ..." -echo "" - -echo -e "${BLUE}⏳ Waiting 5 seconds...${NC}" -for i in {1..5}; do - echo -ne "\r⏳ Waiting $i/5 seconds..." - sleep 1 -done -echo "" - -RESPONSE3=$(curl -s -w "\n%{http_code}" -X POST "$API_URL$ENDPOINT" \ - -H "Content-Type: application/json" \ - -d "{ - \"content_type\": \"text\", - \"text\": \"$SAMPLE_TEXT\" - }") - -HTTP_CODE3=$(echo "$RESPONSE3" | tail -n 1) -BODY3=$(echo "$RESPONSE3" | head -n -1) - -if [ "$HTTP_CODE3" == "200" ]; then - echo -e "${GREEN}✅ SUCCESS${NC} - HTTP $HTTP_CODE3 (Rate limit recovered)" - echo -e "${GREEN}Response:${NC} (truncated) $(echo $BODY3 | head -c 100)..." -else - echo -e "${RED}❌ FAILED${NC} - Expected HTTP 200, got HTTP $HTTP_CODE3" -fi -echo "" - -# Summary -echo -e "${BLUE}╔═══════════════════════════════════════════════════════════════════════════╗${NC}" -echo -e "${BLUE}║ TEST SUMMARY ║${NC}" -echo -e "${BLUE}╚═══════════════════════════════════════════════════════════════════════════╝${NC}" -echo "" - -PASSED=0 -FAILED=0 - -if [ "$HTTP_CODE1" == "200" ]; then - echo -e "${GREEN}✅${NC} Test 1 (First request): PASSED" - PASSED=$((PASSED + 1)) -else - echo -e "${RED}❌${NC} Test 1 (First request): FAILED" - FAILED=$((FAILED + 1)) -fi - -if [ "$HTTP_CODE2" == "429" ]; then - echo -e "${GREEN}✅${NC} Test 2 (Rate limited): PASSED" - PASSED=$((PASSED + 1)) -else - echo -e "${RED}❌${NC} Test 2 (Rate limited): FAILED" - FAILED=$((FAILED + 1)) -fi - -if [ "$HTTP_CODE3" == "200" ]; then - echo -e "${GREEN}✅${NC} Test 3 (Recovery): PASSED" - PASSED=$((PASSED + 1)) -else - echo -e "${RED}❌${NC} Test 3 (Recovery): FAILED" - FAILED=$((FAILED + 1)) -fi - -echo "" -echo -e "Results: ${GREEN}$PASSED passed${NC}, ${RED}$FAILED failed${NC}" -echo "" - -# Additional manual test options -echo -e "${BLUE}Additional Manual Tests:${NC}" -echo "" -echo "1. Test with different IPs (requires proxy or localhost simulation):" -echo " This would test that rate limiting is per-IP" -echo "" -echo "2. Test different rate limit thresholds:" -echo " Modify @limiter.limit(\"1/5seconds\") in routes.py to test different rates" -echo "" -echo "3. Test health endpoint (no rate limit):" -echo " curl -X GET http://127.0.0.1:8000/" -echo "" - -# Health check (no rate limit) -echo -e "${YELLOW}[BONUS]${NC} Testing health endpoint (should have no rate limit):" -HEALTH_RESPONSE=$(curl -s -w "\n%{http_code}" -X GET "$API_URL/") -HEALTH_CODE=$(echo "$HEALTH_RESPONSE" | tail -n 1) - -if [ "$HEALTH_CODE" == "200" ]; then - echo -e "${GREEN}✅ Health check: PASSED (HTTP $HEALTH_CODE)${NC}" -else - echo -e "${RED}❌ Health check: FAILED (HTTP $HEALTH_CODE)${NC}" -fi diff --git a/backend/tests/__init__.py b/backend/tests/__init__.py deleted file mode 100644 index cbe09ae6e3f95514114428d3f4cb7f4e30b1db28..0000000000000000000000000000000000000000 --- a/backend/tests/__init__.py +++ /dev/null @@ -1 +0,0 @@ -"""Tests package for Deepfake Detection Service.""" diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py deleted file mode 100644 index 19740b79c3e600a1d690d40ec77e0787204a88a8..0000000000000000000000000000000000000000 --- a/backend/tests/conftest.py +++ /dev/null @@ -1,33 +0,0 @@ -""" -Pytest configuration for the Deepfake Detection Service tests. -""" - -import sys -from pathlib import Path - -# Add the backend directory to the Python path -backend_dir = Path(__file__).parent.parent -sys.path.insert(0, str(backend_dir)) - -import pytest -from fastapi.testclient import TestClient - - -@pytest.fixture -def test_client(): - """Provide a test client for API testing.""" - from app import app - return TestClient(app) - - -@pytest.fixture -def sample_texts(): - """Provide sample text data for testing.""" - return { - "ai_generated": "This is an AI-generated text that demonstrates the capabilities of modern language models in creating coherent and contextually appropriate content without human intervention.", - "human_written": "I went to the store yesterday and bought some groceries. The weather was nice, and I enjoyed the walk.", - "technical": "The implementation of neural networks requires careful consideration of hyperparameters, activation functions, and optimization techniques to achieve optimal performance.", - "short": "Too short", - "long": "A" * 5001, # Exceeds 5000 char limit - "minimum": "A" * 50, # Exactly 50 chars (minimum valid) - } diff --git a/backend/tests/test_analysis.py b/backend/tests/test_analysis.py deleted file mode 100644 index 49cf4ed9643e9e2e8e4648b58106efade03c9f6d..0000000000000000000000000000000000000000 --- a/backend/tests/test_analysis.py +++ /dev/null @@ -1,348 +0,0 @@ -""" -Comprehensive tests for the Deepfake Detection Service. -Tests cover: text analysis, rate limiting, response validation, and Redis integration. -""" - -import asyncio -import pytest -from fastapi.testclient import TestClient -from unittest.mock import patch, AsyncMock, MagicMock - -from app import app -from app.services.text_analyzer import analyze_text -from app.services.queue import get_queue_service -from app.models.schemas import TextAnalysisRequest, AnalysisResponse -from app.core.limiter import limiter - - -client = TestClient(app) - -@pytest.fixture(autouse=True) -def reset_rate_limits(): - """ - Automatyczny fixture, który przed KAŻDYM testem - czyści pamięć limitera zapytań SlowAPI. - Dzięki temu testy nie blokują się nawzajem błędem 429. - """ - limiter._storage.reset() - -class TestTextAnalysis: - """Test text deepfake analysis functionality.""" - - def test_health_check(self): - """Test health check endpoint returns correct status.""" - response = client.get("/") - assert response.status_code == 200 - data = response.json() - assert data["status"] in ["ok", "degraded"] - assert data["service"] == "Deepfake Detection Service" - assert "available_models" in data - assert "text" in data["supported_types"] - assert "image" in data["supported_types"] - - def test_text_analysis_valid_input(self): - """Test text analysis with valid AI-generated text.""" - payload = { - "content_type": "text", - "text": "This is an AI-generated text that demonstrates the capabilities of modern language models in creating coherent and contextually appropriate content without human intervention." - } - response = client.post("/analyze", json=payload) - - assert response.status_code == 200 - data = response.json() - - # Validate response structure - assert "is_deepfake" in data - assert isinstance(data["is_deepfake"], bool) - assert "confidence" in data - assert 0.0 <= data["confidence"] <= 1.0 - assert "analysis_time" in data - assert data["analysis_time"] > 0 - assert "used_model" in data - assert data["content_type"] == "text" - assert "yaya36095/xlm-roberta-text-detector" in data["used_model"] - - def test_text_analysis_human_written(self): - """Test text analysis with human-written text.""" - payload = { - "content_type": "text", - "text": "I went to the store yesterday and bought some groceries. The weather was nice, and I enjoyed the walk. I also met an old friend who I haven't seen in years. We talked about our lives and made plans to meet again soon." - } - response = client.post("/analyze", json=payload) - - assert response.status_code == 200 - data = response.json() - assert isinstance(data["is_deepfake"], bool) - assert 0.0 <= data["confidence"] <= 1.0 - - def test_text_analysis_too_short(self): - """Test text analysis with text that's too short (< 50 chars).""" - payload = { - "content_type": "text", - "text": "Short text" - } - response = client.post("/analyze", json=payload) - - assert response.status_code == 400 - data = response.json() - assert "at least 50 characters" in data["detail"] - - def test_text_analysis_too_long(self): - """Test text analysis with text that exceeds max length.""" - payload = { - "content_type": "text", - "text": "A" * 5001 # Exceeds 5000 character limit - } - response = client.post("/analyze", json=payload) - - assert response.status_code == 400 - data = response.json() - assert "exceeds maximum length" in data["detail"] - - def test_text_analysis_exactly_50_chars(self): - """Test text analysis with exactly 50 characters (minimum valid).""" - text_50_chars = "A" * 50 - payload = { - "content_type": "text", - "text": text_50_chars - } - response = client.post("/analyze", json=payload) - - # Should either succeed or fail based on model behavior - # but not because of length validation - assert response.status_code in [200, 500] # Success or model error, not validation error - - def test_text_analysis_empty_text(self): - """Test text analysis with empty text.""" - payload = { - "content_type": "text", - "text": "" - } - response = client.post("/analyze", json=payload) - - assert response.status_code == 400 - - def test_text_analysis_missing_field(self): - """Test text analysis with missing text field.""" - payload = { - "content_type": "text" - } - response = client.post("/analyze", json=payload) - - assert response.status_code == 422 # Validation error - - -class TestRateLimiting: - """Test rate limiting (slowapi) functionality.""" - - def test_rate_limit_single_request(self): - """Test that a single request is allowed.""" - payload = { - "content_type": "text", - "text": "This is a test text with sufficient length to pass validation and be analyzed by the deepfake detector model." - } - response = client.post("/analyze", json=payload) - - assert response.status_code in [200, 500] # Should not be rate limited - assert response.status_code != 429 - - def test_rate_limit_multiple_rapid_requests(self): - """Test that rapid requests are rate limited (1 per 5 seconds).""" - payload = { - "content_type": "text", - "text": "This is a test text with sufficient length to pass validation and be analyzed by the deepfake detector model." - } - - # First request should succeed - response1 = client.post("/analyze", json=payload) - assert response1.status_code != 429 - - # Immediate second request should be rate limited - response2 = client.post("/analyze", json=payload) - assert response2.status_code == 429 - assert "rate limit" in response2.text.lower() - - def test_rate_limit_recovery_after_delay(self): - """Test that rate limit recovers after 5 seconds.""" - payload = { - "content_type": "text", - "text": "This is a test text with sufficient length to pass validation and be analyzed by the deepfake detector model." - } - - # First request - response1 = client.post("/analyze", json=payload) - first_status = response1.status_code - - # Wait for rate limit to reset (5+ seconds) - import time - time.sleep(5.1) - - # Second request should now be allowed - response2 = client.post("/analyze", json=payload) - assert response2.status_code != 429 - - -class TestResponseValidation: - """Test response structure and validation.""" - - def test_response_includes_all_fields(self): - """Test that response includes all required fields.""" - payload = { - "content_type": "text", - "text": "This is a comprehensive test to ensure the response includes all necessary fields for proper API usage and data handling requirements." - } - response = client.post("/analyze", json=payload) - - if response.status_code == 200: - data = response.json() - required_fields = ["is_deepfake", "confidence", "analysis_time", "used_model", "content_type"] - for field in required_fields: - assert field in data, f"Missing required field: {field}" - - def test_response_confidence_range(self): - """Test that confidence score is between 0.0 and 1.0.""" - payload = { - "content_type": "text", - "text": "This is another test to verify that the confidence score is properly normalized between zero and one for consistent API behavior." - } - response = client.post("/analyze", json=payload) - - if response.status_code == 200: - data = response.json() - assert 0.0 <= data["confidence"] <= 1.0 - - def test_response_analysis_time_positive(self): - """Test that analysis_time is positive.""" - payload = { - "content_type": "text", - "text": "Testing the analysis time tracking to ensure it records valid positive durations for performance monitoring purposes." - } - response = client.post("/analyze", json=payload) - - if response.status_code == 200: - data = response.json() - assert data["analysis_time"] > 0 - - -class TestRedisIntegration: - """Test Redis queue integration.""" - - def test_queue_service_initialization(self): - """Test that queue service initializes correctly.""" - queue_service = get_queue_service() - assert queue_service is not None - - def test_queue_service_singleton(self): - """Test that queue service is a singleton.""" - queue_service1 = get_queue_service() - queue_service2 = get_queue_service() - assert queue_service1 is queue_service2 - - @pytest.mark.asyncio - async def test_enqueue_analysis_task(self): - """Test enqueuing an analysis task.""" - queue_service = get_queue_service() - - result = await queue_service.enqueue_analysis( - file_url="https://example.com/text.txt", - model="yaya36095/xlm-roberta-text-detector", - task_id="test_task_001" - ) - - assert result is True - - @pytest.mark.asyncio - async def test_get_task_result(self): - """Test retrieving task result from queue.""" - queue_service = get_queue_service() - - # Try to get a non-existent result - result = await queue_service.get_task_result("non_existent_task") - - # Should return None for non-existent task - assert result is None - - def test_redis_config_available(self): - """Test that Redis config is available.""" - from app.core.config import get_settings - settings = get_settings() - - assert hasattr(settings, "REDIS_ENABLED") - assert hasattr(settings, "REDIS_URL") - assert hasattr(settings, "REDIS_QUEUE_NAME") - - -class TestAsyncTextAnalyzer: - """Test async text analyzer directly.""" - - @pytest.mark.asyncio - async def test_analyze_text_valid_input(self): - """Test analyze_text function with valid input.""" - text = "This is a comprehensive test of the async text analyzer to ensure it properly processes input and returns valid results." - - result = await analyze_text(text) - - assert isinstance(result, dict) - assert "is_deepfake" in result - assert "confidence" in result - assert "analysis_time" in result - assert isinstance(result["is_deepfake"], bool) - assert isinstance(result["confidence"], float) - assert 0.0 <= result["confidence"] <= 1.0 - - @pytest.mark.asyncio - async def test_analyze_text_multiple_calls(self): - """Test that analyze_text can be called multiple times (model caching).""" - text1 = "First test text that should be analyzed by the model to verify it works correctly on multiple invocations." - text2 = "Second test text to ensure the model remains loaded in memory for subsequent analysis operations." - - result1 = await analyze_text(text1) - result2 = await analyze_text(text2) - - assert result1 is not None - assert result2 is not None - assert "confidence" in result1 - assert "confidence" in result2 - - -class TestErrorHandling: - """Test error handling in endpoints.""" - - def test_unsupported_content_type(self): - """Test handling of unsupported content type.""" - payload = { - "content_type": "unsupported_type", - "data": "some data" - } - response = client.post("/analyze", json=payload) - - assert response.status_code in [415, 422] # Unsupported media type or validation error - - def test_malformed_json(self): - """Test handling of malformed JSON.""" - response = client.post( - "/analyze", - content="not valid json", - headers={"Content-Type": "application/json"} - ) - - assert response.status_code == 422 - - def test_invalid_content_type_header(self): - """Test handling of invalid Content-Type header.""" - payload = { - "content_type": "text", - "text": "Valid test text with sufficient length to be properly analyzed and validated by the system." - } - response = client.post( - "/analyze", - json=payload, - headers={"Content-Type": "text/plain"} - ) - - # Should still work as FastAPI is lenient - assert response.status_code in [200, 422, 400, 415, 500] - - -if __name__ == "__main__": - pytest.main([__file__, "-v", "--tb=short"]) diff --git a/backend/guild_configs.json b/guild_configs.json similarity index 100% rename from backend/guild_configs.json rename to guild_configs.json diff --git a/index.js b/index.js deleted file mode 100644 index 254940295e0c527884fc8c80bf2421f795bba484..0000000000000000000000000000000000000000 --- a/index.js +++ /dev/null @@ -1,770 +0,0 @@ -import dotenv from "dotenv"; -dotenv.config(); - -import { - Client, - GatewayIntentBits, - Events, - ModalBuilder, - TextInputBuilder, - TextInputStyle, - ActionRowBuilder, - MessageFlags, - ApplicationCommandType, - EmbedBuilder, - ButtonBuilder, - ButtonStyle, - PermissionFlagsBits, - ChannelSelectMenuBuilder, - StringSelectMenuBuilder, - ChannelType, -} from "discord.js"; - -const client = new Client({ - intents: [ - GatewayIntentBits.Guilds, - GatewayIntentBits.GuildMessages, - GatewayIntentBits.MessageContent, - ], -}); - -const API_URL = process.env.API_URL || "http://127.0.0.1:8000"; - -const activeSetupSessions = new Map(); - -client.once(Events.ClientReady, async () => { - console.log(`Bot ready: ${client.user.tag}`); - - try { - await client.application.commands.set([ - { - name: "detect", - description: "Otwiera okienko do wklejenia linku lub tekstu do analizy", - type: ApplicationCommandType.ChatInput, - }, - { - name: "setup", - description: - "Ustawienia kanału logów i modeli analizy (Wymaga Administratora)", - default_member_permissions: - PermissionFlagsBits.Administrator.toString(), - type: ApplicationCommandType.ChatInput, - }, - { - name: "Wykryj deepfake", - type: ApplicationCommandType.Message, - }, - { - name: "Weryfikacja faktów", - type: ApplicationCommandType.Message, - }, - ]); - console.log( - "Pomyślnie zarejestrowano komendy (/detect, /setup oraz menu kontekstowe)", - ); - } catch (error) { - console.error("Błąd podczas rejestracji komend:", error); - } -}); - -// Pobieranie modeli bezpośrednio z FastAPI -async function fetchAvailableModels() { - try { - const response = await fetch(API_URL); - if (response.ok) { - const data = await response.json(); - if (data.available_models) { - return data.available_models; - } - } - } catch (err) { - console.error("Błąd połączenia z FastAPI:", err.message); - } - return null; -} - -async function fetchGuildConfig(guildId) { - try { - const response = await fetch(`${API_URL}/guilds/${guildId}/config`); - if (response.ok) { - const data = await response.json(); - return { - logChannelId: data.log_channel_id, - multiModelWorkflow: data.multi_model_workflow || false, - models: { - text: data.active_text_model || "none", - image: data.active_image_model || "none", - }, - }; - } - } catch (err) { - console.error( - `[CONFIG ERROR] Błąd pobierania konfiguracji dla gildii ${guildId}:`, - err.message, - ); - } - return { - logChannelId: null, - multiModelWorkflow: false, - models: {} - }; -} - -function preparePayload(input, explicitContentType = null) { - const trimmed = input.trim(); - - if (explicitContentType) { - if (explicitContentType.startsWith("image/")) { - return { - type: "image", - payload: { image_url: trimmed, content_type: "image" }, - }; - } else if (explicitContentType.startsWith("video/")) { - return { - type: "video", - payload: { video_url: trimmed, content_type: "video" }, - }; - } else { - return { - type: "file", - payload: { file_url: trimmed, content_type: "file" }, - }; - } - } - - const isUrl = trimmed.startsWith("http://") || trimmed.startsWith("https://"); - - if (isUrl) { - const cleanUrl = trimmed.toLowerCase().split("?")[0]; - - if (cleanUrl.match(/\.(png|jpg|jpeg|webp|gif)$/)) { - return { - type: "image", - payload: { image_url: trimmed, content_type: "image" }, - }; - } else if (cleanUrl.match(/\.(mp4|webm|mov|avi)$/)) { - return { - type: "video", - payload: { video_url: trimmed, content_type: "video" }, - }; - } else { - return { - type: "file", - payload: { file_url: trimmed, content_type: "file" }, - }; - } - } - - return { - type: "text", - payload: { text: trimmed, content_type: "text" }, - }; -} - -function getProgressBar(confidence, isDeepfake) { - const totalBlocks = 10; - const filledBlocks = Math.min( - totalBlocks, - Math.max(0, Math.round(confidence * totalBlocks)), - ); - const emptyBlocks = totalBlocks - filledBlocks; - const blockEmoji = isDeepfake ? "🟥" : "🟩"; - return blockEmoji.repeat(filledBlocks) + "⬛".repeat(emptyBlocks); -} - -function generateSetupView(tempConfig, availableModels) { - const embed = new EmbedBuilder() - .setColor(0x5865f2) - .setTitle("⚙️ Konfiguracja Systemu Detekcji") - .setDescription( - "Wybierz kanał do wysyłania logów oraz aktywne modele dla poszczególnych formatów danych.", - ) - .setTimestamp() - .setFooter({ text: "Wybierz opcje i kliknij Zapisz ustawienia" }); - - embed.addFields({ - name: "🔗 Tryb wielomodelowy (Multi-Model Workflow)", - value: tempConfig.multiModelWorkflow - ? "🟢 **Włączony** (zostaną użyte wszystkie dostępne modele, indywidualny wybór jest zablokowany)" - : "🔴 **Wyłączony** (będzie używany tylko model wybrany poniżej)", - inline: false - }); - - for (const [contentType, models] of Object.entries(availableModels)) { - const currentSelected = tempConfig.multiModelWorkflow - ? "Wszystkie (Multi-Model Workflow)" - : (tempConfig.models[contentType] || models[0] || "Brak"); - - embed.addFields({ - name: `⚙️ Model dla formatu: ${contentType.toUpperCase()}`, - value: `\`${currentSelected}\``, - inline: true, - }); - } - - const channelSelect = new ChannelSelectMenuBuilder() - .setCustomId("setup_log_channel") - .setPlaceholder("Wybierz kanał dla raportów") - .addChannelTypes(ChannelType.GuildText); - - const components = [new ActionRowBuilder().addComponents(channelSelect)]; - - for (const [contentType, models] of Object.entries(availableModels)) { - if (components.length >= 4) break; - - const currentSelected = tempConfig.models[contentType] || models[0]; - - const selectOptions = models.map((model) => ({ - label: model, - value: model, - default: currentSelected === model, - })); - - const modelSelect = new StringSelectMenuBuilder() - .setCustomId(`setup_model_${contentType}`) - .setPlaceholder(`Wybierz model dla ${contentType}`) - .addOptions(selectOptions) - .setDisabled(tempConfig.multiModelWorkflow); - - components.push(new ActionRowBuilder().addComponents(modelSelect)); - } - - const buttonsRow = new ActionRowBuilder().addComponents( - new ButtonBuilder() - .setCustomId("setup_toggle_multimodel") - .setLabel(tempConfig.multiModelWorkflow ? "Tryb Wielomodelowy: WŁ" : "Tryb Wielomodelowy: WYŁ") - .setStyle(tempConfig.multiModelWorkflow ? ButtonStyle.Primary : ButtonStyle.Secondary) - .setEmoji(tempConfig.multiModelWorkflow ? "🟢" : "⚫"), - new ButtonBuilder() - .setCustomId("setup_save") - .setLabel("Zapisz ustawienia") - .setStyle(ButtonStyle.Success) - .setEmoji("💾"), - new ButtonBuilder() - .setCustomId("setup_cancel") - .setLabel("Anuluj") - .setStyle(ButtonStyle.Danger) - .setEmoji("❌"), - ); - - components.push(buttonsRow); - - return { - embeds: [embed], - components: components, - }; -} - -async function sendLogToDiscord(guild, embedToSend) { - const config = await fetchGuildConfig(guild.id); - if (!config.logChannelId) return; - - try { - const channel = await guild.channels.fetch(config.logChannelId); - if (channel) { - await channel.send({ embeds: [embedToSend] }); - } - } catch (err) { - console.warn( - `Nie można wysłać logu na kanał ${config.logChannelId}:`, - err.message, - ); - } -} - -async function handleFactCheck(interaction, statement) { - await interaction.deferReply({ flags: [MessageFlags.Ephemeral] }); - - try { - console.log(`Wysyłanie zapytania do weryfikacji faktów: "${statement.slice(0, 30)}..."`); - - const response = await fetch(`${API_URL}/factcheck`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ statement: statement }), - }); - - if (!response.ok) { - const errorData = await response.json().catch(() => ({})); - throw new Error(errorData.detail || `Błąd API (Status ${response.status})`); - } - - const data = await response.json(); - - let embedColor = 0xFFAA00; - let verdictEmoji = "⚖️"; - - if (data.verdict === "PRAWDA") { - embedColor = 0x00FF00; - verdictEmoji = "✅"; - } else if (data.verdict === "FAŁSZ") { - embedColor = 0xFF0000; - verdictEmoji = "❌"; - } - - const embed = new EmbedBuilder() - .setColor(embedColor) - .setTitle(`${verdictEmoji} Wynik Weryfikacji Faktów`) - .setDescription(`**Badane stwierdzenie:**\n*"${statement}"*\n\n**Werdykt:** \`${data.verdict}\``) - .addFields( - { name: "📝 Analiza merytoryczna", value: data.explanation }, - { name: "🎯 Pewność analizy", value: `\`${(data.confidence * 100).toFixed(0)}%\``, inline: true } - ) - .setTimestamp() - .setFooter({ text: "System Fact-checkingowy", iconURL: client.user.displayAvatarURL() }); - - // Formatowanie źródeł - /* - if (data.sources && data.sources.length > 0) { - const sourcesText = data.sources - .map((src, idx) => `**[${idx + 1}]** [${src.title}](${src.url})\n*${src.snippet.slice(0, 150)}...*`) - .join("\n\n"); - - // Discord ma limit 1024 znaków na jedno pole w Embedzie, zabezpieczamy się przed jego przekroczeniem - const truncatedSources = sourcesText.length > 1024 ? sourcesText.slice(0, 1000) + "..." : sourcesText; - - embed.addFields({ name: "🔗 Wykorzystane źródła internetowe", value: truncatedSources }); - } else { - embed.addFields({ name: "🔗 Wykorzystane źródła internetowe", value: "Brak bezpośrednich źródeł." }); - } - */ - await interaction.editReply({ - embeds: [embed] - }); - - } catch (error) { - console.error("Błąd podczas weryfikacji faktów:", error); - await interaction.editReply({ - content: `❌ Nie udało się przeprowadzić weryfikacji faktów.\n\n**Szczegóły błędu:**\n${error.message}`, - }); - } -} - - -async function handleAnalysis( - interaction, - userContent, - targetMessage = null, - explicitContentType = null, -) { - await interaction.deferReply({ flags: [MessageFlags.Ephemeral] }); - - try { - const { type, payload } = preparePayload(userContent, explicitContentType); - payload.guild_id = interaction.guildId; - payload.user_id = interaction.user.id; - - console.log( - `Wysyłanie zapytania typu: ${type} do API z modelem: ${payload.model || "domyślny"}...`, - ); - - const response = await fetch(`${API_URL}/analyze`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify(payload), - }); - - if (!response.ok) { - const errorData = await response.json().catch(() => ({})); - console.error( - "Szczegóły błędu z FastAPI:", - JSON.stringify(errorData, null, 2), - ); - - let errorMsg = `Błąd serwera API (Status ${response.status})`; - if (errorData.detail) { - if (Array.isArray(errorData.detail)) { - errorMsg = errorData.detail - .map((err) => `• Pole \`${err.loc.join(".")}\`: ${err.msg}`) - .join("\n"); - } else { - errorMsg = errorData.detail; - } - } - throw new Error(errorMsg); - } - - const data = await response.json(); - - if (targetMessage) { - try { - if (data.is_deepfake) { - await targetMessage.react("⚠️"); - } else { - await targetMessage.react("✅"); - } - } catch (reactError) { - console.warn( - "Nie udało się dodać reakcji do wiadomości:", - reactError.message, - ); - } - } - - const embedColor = data.is_deepfake ? 0xFF0000 : 0x00FF00; - const verdictText = data.is_deepfake ? "⚠️ Wykryto potencjalny Deepfake!" : "✅ Zawartość wydaje się oryginalna"; - const confidencePercent = (data.confidence * 100).toFixed(2); - - const embed = new EmbedBuilder() - .setColor(embedColor) - .setTitle("🛡️ Wynik Analizy Treści") - .setDescription(`**Werdykt:** ${verdictText}`) - .setTimestamp() - .setFooter({ - text: "Deepfake Detection Service", - iconURL: client.user.displayAvatarURL(), - }); - - if (data.details && data.details.length > 0) { - embed.addFields({ name: "📊 Średnia pewność systemu", value: `\`${confidencePercent}%\``, inline: false }); - - for (const detail of data.details) { - const detailBar = getProgressBar(detail.confidence, detail.is_deepfake); - const statusText = detail.is_deepfake ? "🟥 FAKE" : "🟩 REAL"; - const pct = (detail.confidence * 100).toFixed(1); - - embed.addFields({ - name: `🤖 Model: ${detail.model.split("/").pop()}`, // skracamy ścieżkę modelu - value: `Werdykt: **${statusText}** (Pewność: \`${pct}%\`)\n${detailBar}`, - inline: false - }); - } - } else { - const progressBar = getProgressBar(data.confidence, data.is_deepfake); - embed.addFields( - { name: "Pewność modelu", value: `\`${confidencePercent}%\` \n${progressBar}` }, - { name: "Użyty model", value: `\`${data.used_model}\``, inline: true } - ); - } - - embed.addFields( - { name: "Czas przetwarzania", value: `\`${data.analysis_time.toFixed(3)}s\``, inline: true }, - { name: "Format danych", value: `\`${data.content_type.toUpperCase()}\``, inline: true } - ); - - const buttonRow = new ActionRowBuilder().addComponents( - new ButtonBuilder() - .setCustomId("modelCorrect") - .setLabel("Model odpowiedział poprawnie") - .setStyle(ButtonStyle.Success) - .setEmoji("✅"), - new ButtonBuilder() - .setCustomId("reportError") - .setLabel("Zgłoś błąd analizy") - .setStyle(ButtonStyle.Danger) - .setEmoji("⚠️"), - ); - - await interaction.editReply({ - embeds: [embed], - components: [buttonRow], - }); - } catch (error) { - console.error("Błąd podczas analizy:", error); - await interaction.editReply({ - content: `❌ Nie udało się przeprowadzić analizy.\n\n**Szczegóły błędu:**\n${error.message}`, - }); - } -} - - -client.on(Events.InteractionCreate, async (interaction) => { - if (interaction.isChatInputCommand()) { - if (interaction.commandName === "detect") { - const modal = new ModalBuilder() - .setCustomId("detectModal") - .setTitle("Detektor Deepfake"); - - const textInput = new TextInputBuilder() - .setCustomId("detectInput") - .setLabel("Wklej tutaj tekst lub link (obraz/wideo):") - .setStyle(TextInputStyle.Paragraph) - .setPlaceholder("Wklej zawartość...") - .setRequired(true); - - const actionRow = new ActionRowBuilder().addComponents(textInput); - modal.addComponents(actionRow); - - await interaction.showModal(modal); - } - - if (interaction.commandName === "setup") { - const guildId = interaction.guildId; - - await interaction.deferReply({ flags: [MessageFlags.Ephemeral] }); - - const currentConfig = await fetchGuildConfig(guildId); - const availableModels = await fetchAvailableModels(); - - if (!availableModels || Object.keys(availableModels).length === 0) { - return interaction.editReply({ - content: - "❌ **Błąd konfiguracji:** Nie udało się nawiązać połączenia z backendem (FastAPI). Uruchom swój backend w Pythonie i spróbuj ponownie!", - }); - } - - if (currentConfig.multiModelWorkflow === undefined) { - currentConfig.multiModelWorkflow = false; - } - - for (const [contentType, models] of Object.entries(availableModels)) { - if (!currentConfig.models[contentType] && models.length > 0) { - currentConfig.models[contentType] = models[0]; - } - } - - activeSetupSessions.set(guildId, { - config: { ...currentConfig }, - availableModels, - }); - - const setupView = generateSetupView(currentConfig, availableModels); - await interaction.editReply(setupView); - } - } - - if (interaction.isChannelSelectMenu()) { - if (interaction.customId === "setup_log_channel") { - const guildId = interaction.guildId; - const tempSession = activeSetupSessions.get(guildId); - if (tempSession) { - tempSession.config.logChannelId = interaction.values[0]; - await interaction.update( - generateSetupView(tempSession.config, tempSession.availableModels), - ); - } - } - } - - if (interaction.isStringSelectMenu()) { - const guildId = interaction.guildId; - const tempSession = activeSetupSessions.get(guildId); - - if (tempSession) { - if (interaction.customId.startsWith("setup_model_")) { - const contentType = interaction.customId.replace("setup_model_", ""); - tempSession.config.models[contentType] = interaction.values[0]; - await interaction.update( - generateSetupView(tempSession.config, tempSession.availableModels), - ); - } - } - } - - if (interaction.isMessageContextMenuCommand()) { - if (interaction.commandName === "Wykryj deepfake") { - const targetMessage = interaction.targetMessage; - - let contentToAnalyze = targetMessage.content; - let explicitContentType = null; - - const attachment = targetMessage.attachments.first(); - - if (attachment) { - contentToAnalyze = attachment.url; - explicitContentType = attachment.contentType; - } - - if (!contentToAnalyze || contentToAnalyze.trim().length === 0) { - return interaction.reply({ - content: - "❌ Ta wiadomość nie zawiera tekstu ani załączników do analizy.", - flags: [MessageFlags.Ephemeral], - }); - } - - await handleAnalysis( - interaction, - contentToAnalyze, - targetMessage, - explicitContentType, - ); - } - if (interaction.commandName === "Weryfikacja faktów") { - const targetMessage = interaction.targetMessage; - const contentToVerify = targetMessage.content; - - if (!contentToVerify || contentToVerify.trim().length < 10) { - return interaction.reply({ - content: - "❌ Wiadomość musi mieć przynajmniej 10 znaków tekstu, aby można było ją zweryfikować.", - flags: [MessageFlags.Ephemeral], - }); - } - - await handleFactCheck(interaction, contentToVerify); - } - } - - if (interaction.isModalSubmit()) { - if (interaction.customId === "detectModal") { - const userContent = interaction.fields.getTextInputValue("detectInput"); - await handleAnalysis(interaction, userContent); - } - } - - if (interaction.isButton()) { - const guildId = interaction.guildId; - - if (interaction.customId === "setup_save") { - const tempSession = activeSetupSessions.get(guildId); - if (tempSession) { - try { - const response = await fetch(`${API_URL}/guilds/${guildId}/setup`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ - active_text_model: tempSession.config.models?.text || "none", - active_image_model: tempSession.config.models?.image || "none", - log_channel_id: tempSession.config.logChannelId || null, - multi_model_workflow: tempSession.config.multiModelWorkflow || false - }) - }); - - if (!response.ok) { - const errData = await response.json(); - throw new Error(errData.detail || "Błąd zapisu na backendzie"); - } - - activeSetupSessions.delete(guildId); - await interaction.update({ - content: - "✅ **Ustawienia zostały pomyślnie zapisane na backendzie!**", - embeds: [], - components: [], - }); - } catch (error) { - console.error("[SETUP ERROR]", error); - await interaction.update({ - content: `❌ **Wystąpił błąd podczas zapisywania konfiguracji:** ${error.message}`, - embeds: [], - components: [], - }); - } - } - } - - if (interaction.customId === "setup_cancel") { - activeSetupSessions.delete(guildId); - await interaction.update({ - content: "❌ **Konfiguracja została anulowana.**", - embeds: [], - components: [], - }); - } - - if (interaction.customId === "reportError") { - const disabledRow = new ActionRowBuilder().addComponents( - new ButtonBuilder() - .setCustomId("modelCorrect") - .setLabel("Model odpowiedział poprawnie") - .setStyle(ButtonStyle.Success) - .setEmoji("✅") - .setDisabled(true), - new ButtonBuilder() - .setCustomId("reportError") - .setLabel("Zgłoś błąd analizy") - .setStyle(ButtonStyle.Danger) - .setEmoji("⚠️") - .setDisabled(true), - ); - - // 2 UPDATE BUTTONS - await interaction.update({ - embeds: [interaction.message.embeds[0]], - components: [disabledRow], - }); - - // 3 CONFIRMATION - await interaction.followUp({ - content: - "✅ **Dziękujemy!** Twoje zgłoszenie błędu zostało zarejestrowane.", - flags: [MessageFlags.Ephemeral], - }); - - console.log( - `[RAPORT BŁĘDU] Użytkownik ${interaction.user.tag} (ID: ${interaction.user.id}) zgłosił błąd klasyfikacji.`, - ); - - const originalEmbed = interaction.message.embeds[0]; - if (originalEmbed) { - const logEmbed = EmbedBuilder.from(originalEmbed) - .setColor(0xffaa00) - .setTitle("⚠️ Zgłoszenie błędu analizy") - .setDescription( - `Użytkownik **${interaction.user.tag}** (ID: \`${interaction.user.id}\`) zgłosił błąd analizy w poniższym raporcie.`, - ); - - await sendLogToDiscord(interaction.guild, logEmbed); - } - } - - // CORRECT CLICK - if (interaction.customId === "modelCorrect") { - const disabledRow = new ActionRowBuilder().addComponents( - new ButtonBuilder() - .setCustomId("modelCorrect") - .setLabel("Model odpowiedział poprawnie") - .setStyle(ButtonStyle.Success) - .setEmoji("✅") - .setDisabled(true), - new ButtonBuilder() - .setCustomId("reportError") - .setLabel("Zgłoś błąd analizy") - .setStyle(ButtonStyle.Danger) - .setEmoji("⚠️") - .setDisabled(true), - ); - - // 2 DISABLE BUTTONS - await interaction.update({ - embeds: [interaction.message.embeds[0]], - components: [disabledRow], - }); - - // 3 CONFIRMATION - await interaction.followUp({ - content: - "✅ **Dziękujemy!** Twoje potwierdzenie zostało pomyślnie zapisane.", - flags: [MessageFlags.Ephemeral], - }); - - console.log( - `[POTWIERDZENIE] Użytkownik ${interaction.user.tag} (ID: ${interaction.user.id}) potwierdził poprawną klasyfikację.`, - ); - - const originalEmbed = interaction.message.embeds[0]; - if (originalEmbed) { - const logEmbed = EmbedBuilder.from(originalEmbed) - .setColor(0x00aaff) - .setTitle("✅ Potwierdzona poprawność analizy") - .setDescription( - `Użytkownik **${interaction.user.tag}** (ID: \`${interaction.user.id}\`) potwierdził poprawność raportu.`, - ); - - await sendLogToDiscord(interaction.guild, logEmbed); - } - } - - if (interaction.customId === "setup_toggle_multimodel") { - const tempSession = activeSetupSessions.get(guildId); - if (tempSession) { - tempSession.config.multiModelWorkflow = !tempSession.config.multiModelWorkflow; - await interaction.update(generateSetupView(tempSession.config, tempSession.availableModels)); - } - } - } -}); - -client.on(Events.MessageCreate, (message) => { - if (message.author.bot) return; - console.log(`Message from ${message.author.tag}: ${message.content}`); -}); - -client.login(process.env.DISCORD_TOKEN); diff --git a/backend/main.py b/main.py similarity index 100% rename from backend/main.py rename to main.py diff --git a/package.json b/package.json deleted file mode 100644 index bc693ea242cf85424b5f9331a59876161afe4de5..0000000000000000000000000000000000000000 --- a/package.json +++ /dev/null @@ -1,18 +0,0 @@ -{ - "name": "discordbot", - "version": "1.0.0", - "description": "", - "type": "module", - "main": "index.js", - "scripts": { - "start": "node index.js", - "test": "echo \"Error: no test specified\" && exit 1" - }, - "keywords": [], - "author": "", - "license": "ISC", - "dependencies": { - "discord.js": "^14.26.4", - "dotenv": "^17.4.2" - } -} diff --git a/backend/requirements.txt b/requirements.txt similarity index 100% rename from backend/requirements.txt rename to requirements.txt diff --git a/backend/setup.py b/setup.py similarity index 100% rename from backend/setup.py rename to setup.py