bluuebunny/crossref_metadata_2025_split huggingface dataset:
КЪИЛБАСЕДА КАВКАЗАН РЕПРЕСИРОВАННИ ХАЛКЪИЙН ПОЛИТИКО-БАКЪОНАН РЕАБИЛИТАЦИ
Authors: I.М. БУГАЕВ , С.С. ЦУЦУЛАЕВА 
Published: December 2024

Статья лерина йу Къилбаседа Кавказан репрессированни халкъашна – балкхаройн, кхарачойн, нохчийн, гIалгIайн къаьмнашна – политико-бакъонийн реабилитаци йаран коьртачу муьрашна анализ йарна. Талламан хронологин гураш – 1953–1956 шш. Авторша документальни хьостанийн буха тIехь, коьртачу декъана архивни долчу, аргументаш а йалош гайтина, СССР-н партийни а, пачхьалкхан а органаша законаш дахарца спецпоселенин раж кIадйар а дуьйцуш, цуьнца цхьаьна махкахдаьхначу къаьмнашна шайн Даймахка йухадерза а, синIаткъамна хилла зен меттхIоттон а бакъо а ца йуьтуш, баккъал а аьлча, хьулйинчу кепехь цу халкъашна тIехь комендантски тергам латтон лууш хилар. Авторша тешош гайтина, и директивни органаш шайн цу гена ца хьоьжучу политикех йухайовла а, бехк боцуш таIзар динчу халкъашна, шайна йукъахь нохчийн къам а долуш, тIейогIучу хенахь реабилитаци йан йиш хилийтина политико-бакъонан база кхолла а тIеIаткъам бинарг хIун дара.
Статья посвящена анализу основных этапов политико-правовой реабилитации репрессированных народов Северного Кавказа: балкарского, карачаевского, ингушского, чеченского. Хронологические рамки исследования – 1953–1956 гг. Авторы на основе документальных источников, главным образом архивных, аргументированно показали, как партийные и государственные органы СССР, декларативно заявляя о смягчении режима спецпоселения, при этом лишая депортированные народы права на возвращение на свои родные земли и на компенсацию материального ущерба, фактически преследовали цель в завуалированной форме сохранить комендантский надзор над ними. Авторы убедительно показали, что заставило эти директивные органы отказаться от такой недальновидной политики и создать политико-правовую базу, в дальнейшем обеспечившую реабилитацию безвинно наказанных народов, в т. ч. и чеченского.
The article is devoted to the analysis of the main stages of the political and legal rehabilitation of the repressed peoples of the North Caucasus: Balkars, Karachays, Ingush, Chechens. The chronological framework of the study is 1953-1956. Based on documentary sources, mainly archival, the authors convincingly showed how the party and state bodies of the USSR, declaratively declaring the easing of the special settlement regime, while depriving the deported peoples of the right to return to their native lands and compensation for material damage, in fact pursued the goal of maintaining commandant supervision over them in a veiled form. The authors convincingly showed what forced these decision-making bodies to abandon such a short-sighted policy and create a political and legal basis that subsequently ensured the rehabilitation of the innocently punished peoples, including the Chechens.
НОХЧИЙН КЪОМАН ХАЛКЪАН ТУРПАЛХО КАДЫРОВ АХЬМАД-ХЬАЬЖА: ИСТОРЕХЬ А, КХОЛЛАРАЛЛЕХЬ А МЕТТИГ
Authors: З.Р. ХАМЗАТОВА 
Published: December 2024

Статья тӀехь толлуш исторехь а, биографически а, мемуарни а литературехь а, исбаьхьаллин говзаршкахь а къоман турпалхочун Кадыров Ахьмад-Хьаьжин васт кхолладаран проблема йу. Уьш заманан тайп-тайпанчу муьрашкахь кхоьллина йу, амма шайна хьалха цхьа Iалашо – тIекхуьучу чкъурашна масал санна цуьнан васт дитар – йолуш йу. Анализ йина цуьнан гIуллакхийн историн бакъдолчун а, Кадыров Ахьмад-Хьаьжин васт кхоллараллин суьртехь ден- даран а. Къоман идейн, пачхьалкхан баххийн, ламасталлин мехаллийн, менталилетан а, нохчийн къоман халкъан турпалхочун личностан а йукъара зIе теллина.
В статье рассматривается проблема формирования образа национального героя А. Кадырова в истории, биографической и мемуарной литературе, художественных произведе- ниях, созданных в разные периоды времени, но ставивших перед собой единую цель – сохранение его как образца для подражания будущим поколениям. Проанализирована проблема исторической правды о его деятельности и творческого воплощения образа. Рассмотрена связь национальной идеи, основ государственности, традиционных ценностей, ментальности и личности националь- ного героя чеченского народа.
The article deals with the problem of formation of the image of the national hero A. Kadyrov in history, biographical and memoir literature. Kadyrov in history, biographical and memoir literature, works of fiction created in different periods of time, but having a single goal – to preserve him as a role model for future generations. The problem of historical truth about his activity and creative embodiment of the image is analysed. The link between the national idea, the foundations of statehood, traditional values, mentality and the personality of the Chechen national hero is analysed.
АХЬМАДАН МУСАН «ЛО ДУ ДОГIУШ» ДИЙЦАРАН ДОХКОВАЛАРАН ТЕМА КХЕЧУ АВТОРИЙН ГОВЗАРШЦА ЙУСТАР
Authors: А.М. ДЖАМАЕВ , Б.А. ХАЗУЕВА 
Published: December 2024

Кху статья тIехь Ахмадов Мусан «Ло ду догIуш» дийцаран дохковаларан темин маьIна досту, кхечу авторийн говзаршца долчу масалшца дустуш.
В данной статье рассматривается рассказ Мусы Ахмадова «Ло ду догIуш». Автор сравнивает значение темы сожаления в рассказе с примерами произведений других авторов.
This article examines the story of Musa Akhmadov "Lo do dogIush". The author compares the meaning of the theme of regret in the story with examples of works by other authors.
What types of survey questions are prone to interviewer effects? Evidence based on 31,000 ICCs from 28 countries.
Authors: Stefkovics Ádám , Batiz Kinga , Grubits Blanka Zsófia , Ligeti Anna Sára 
Published: December 2024

Interviewer effects are a common challenge in face-to-face surveys. Understanding the conditions that make interviewer variance more likely to occur is essential in tackling sources of bias. Earlier evidence suggests that certain features of the survey instrument provide more ground for interviewer influence. For instance, attitudinal, sensitive, complex or open-ended questions invite more interviewer variance. In this paper, we aim to validate earlier results, previously derived from single-country studies, by using the large cross-national sample of the European Social Survey. We compare 31,270 intraclass-correlations (ICCs) derived from 1004 survey questions from 28 countries using data from 10 waves of the ESS. The questions were manually coded based on several characteristics. These features of survey questions were then used as predictors of ICCs in multilevel models. The results show that question characteristics account for a significant portion of the variation in ICCs, with certain types, such as attitude and non-factual questions, items appearing later in the survey, and those using showcards, being especially susceptible to interviewer effects. Our findings have important implications for both interviewer training and questionnaire design.
Pengaruh Budaya Organisasi Dan Kepemimpinan Terhadap Kinerja Karyawan Dimediasi Semangat Kerja Pada Riau Fiber Head Office PT Riau Andalan Pulp And Paper
Authors: Hidayat Fitra , Hendriani Susi , Kamaliah Kamaliah 
Published: December 2024

Fitra Hidayat, NIM. 2110247703. Pengaruh Budaya Organisasi Dan Kepemimpinan Terhadap Kinerja Karyawan Dimediasi Semangat Kerja Pada Riau Fiber Head Office PT Riau Andalan Pulp And Paper. Dibawah bimbingan Susi Hendriani dan Kamaliah.

Kinerja mengandung komponen kompetensi dan produktifitas hasil, maka hasil kinerja sangat tergantung pada tingkat kemampuan individu dalam pencapaiannya, terutama tujuan organisasi. Kinerja menekankan hasil dari fungsi-fungsi suatu pekerjaan atau apa yang keluar (out-come). Bila diperhatikan lebih lanjut apa yang terjadi dalam sebuah pekerjaan atau jabatan adalah suatu proses yang mengolah input menjadi output (hasil kerja). Penelitian ini bertujuan untuk melihat pengaruh Budaya Organisasi dan Kepemimpinan terhadap Semangat Kerja. Pengaruh Budaya Organisasi dan Kepemimpinan terhadap Kinerja Karyawan. Pengaruh Semangat Kerja terhadap Kinerja Karyawan. Pengaruh Budaya Organisasi terhadap Kinerja Karyawan melalui Semangat Kerja dan pengaruh Kepemimpinan terhadap Kinerja Karyawan melalui Semangat Kerja. Dalam penelitian ini yang menjadi populasi adalah karyawan Head Office Divisi Riaufiber PT RAPP sebanyak 100 orang. Data yang digunakan dalam penelitian ini adalah data primer dan data sekunder, sedangkan teknik pengumpulan data menggunakan kuisioner. Teknik analisis data yang digunakan dalam penelitian ini adalah sem. Dari hasil penelitian ditemukan bahwa budaya organisasi dan kepemimpinan berpengaruh terhadap semangat kerja dan kinerja. Semangat kerja berpengaruh signifikan terhadap kinerja karyawan. Budaya organisasi berpengaruh signifikan terhadap kinerja karyawan melalui semangat kerja. Kepemimpinan berpengaruh signifikan terhadap kinerja karyawan melalui semangat kerja

Kata Kunci: Budaya Organisasi, Kepemimpinan, Semangat Kerja Dan Kinerja Karyawan
PENGARUH QUALITY OF WORK LIFE, KEADILAN ORGANISASIONAL TERHADAP KINERJA DENGAN KEPUASAN KERJA SEBAGAI VARIABLE MEDIASI PADA DINAS PERINDUSTRIAN DAN PERDAGANGAN PROVINSI KEPULAUAN RIAU
Authors: Destriyanti Putri , Wihadanto Ake , Arie Wibowo Khurniawan I 
Published: December 2024

Penelitian ini digunakan untuk maksud penjelasan (explanatory atau confirmatory), yaitu menjelaskan hubungan kausal antara variabel-variabel melalui pengujian hipotesis. Penelitian ini bersifat korelasional, yaitu penelitian yang berusaha untuk melihat antara dua variabel atau lebih memiliki hubungan dan bagaimana arah hubungan tersebut. Dalam penelitian ini populasinya adalah pegawai Dinas Perindustrian dan Perdagangan Provinsi Kepulauan Riau yang berjumlah 273. Dalam penelitian ini populasinya adalah pegawai Dinas Perindustrian dan Perdagangan Provinsi Kepulauan Riau yang berjumlah 273. Quality of Work Life berpengaruh positif dan signifikan dengan mediasi kepuasan kerja terhadap kinerja pegawai. Keadilan organisasional berpengaruh positif dan signifikan dengan mediasi kepuasan kerja terhadap kinerja pegawai.

Kata kunci : Quality Of Work Life, Keadilan Organisasional Kinerja D Kepuasan Kerja
PENGARUH PEMBERIAN SUSTAINED NATURAL APROPHYSEAL GLIDES (SNAGS) DAN MC. KENZIE EXERCISE TERHADAP PENURUNAN NYERI DAN PENINGKATAN RANGE OF MOTION (ROM) PADA NON-SPESIFIK LOW BACK PAIN DI RSUD SINJAI
Authors: Ramba Yonathan , Hidaya Andi Nurul , Tang Aco , Hendrik  , Erawan Tiar , Thahir Muh 
Published: December 2024

Non-spesifik low back pain dapat menyebabkan nyeri, spasme otot, dan ketidakseimbangan otot yang mengurangi stabilitas perut dan punggung bawah, membatasi gerak pinggang, mengubah postur tubuh, dan menyebabkan kecacatan pada pasien.. Jenis penelitian ini adalah pra-experimen coba dengan desain penelitian yang digunakan adalah single-group pre-trial post-trial design, yang bertujuan untuk mengetahui pengaruh Mc. Latihan Kenzie dan luncuran alami. secara konsisten dalam mengurangi rasa sakit dan meningkatkan ROM lumbal pada pasien yang tidak terpengaruh. -Nyeri punggung bawah yang non spesifik di RSUD Sinjai dengan sampel sebanyak 22 orang yang memenuhi kriteria inklusi. Berdasarkan analisis uji coba sampel yang cocok pada kelompok perlakuan, diperoleh hasil p=0,000 untuk PSFS, p=0,000 untuk fleksi lumbal, p=0,000 untuk ekstensi lumbal. Hal ini menunjukkan bahwa terdapat pengaruh yang signifikan dari intervensi latihan McKenzie dan luncuran alami yang berkepanjangan terhadap pereda nyeri dan peningkatan ROM lumbal pada nyeri pinggang nonspesifik. Kesimpulan dari penelitian ini adalah intervensi Mc. Kenzie exercise dan SNAGS signifikan efektif dalam mengurangi nyeri dan meningkatkan ROM lumbal pada pasien non-spesifik low back pain
Overview of OHI-S Status and Toothbrushing Knowledge in Baubau City Pioneer Batalyon B Police, Southeast Sulawesi
Authors: Asriawal  , Angki Johnny , Fita Dwiasrianti Wa Ode 
Published: December 2024

Maintaining oral and dental hygiene is an essential part of preserving overall health and preventing various diseases. To achieve optimal health, oral and dental hygiene must be properly cared for. One method to evaluate oral cleanliness is by assessing the oral hygiene status using the OHI-S (Oral Hygiene Index-Simplified). This study aims to determine the OHI-S status at Battalion B Pioneer Police Unit, BauBau City, Southeast Sulawesi. The research method applied was observational, involving direct oral examinations and the distribution of questionnaires. The study was conducted at Battalion B Pioneer Police Unit in BauBau City, Southeast Sulawesi. The results showed that the average OHI-S status of respondents fell into the moderate category, while knowledge levels about proper toothbrushing were categorized as good. Based on statistical analysis using the chi-square test, a significant relationship was found between OHI-S status and knowledge levels. Conclusion: There is a significant correlation between OHI-S status and the level of knowledge about toothbrushing.
SISTEM PAKAR TES KEPRIBADIAN MYERS-BRIGGS TYPE INDICATOR (MBTI) DENGAN MENGGUNAKAN PERBANDINGAN METODE TEOREMA BAYES DAN CERTAINTY FACTOR
Authors: Afriliani Rury , Widhiani Pahla , Susanto Budi 
Published: December 2024

Myers-Briggs Type Indicator (MBTI) adalah metode untuk mengetahui kepribadian manusia dalam memahami dunia dan membuat keputusan. Menentukan kepribadian seseorang membutuhkan ahli yang dapat memberikan panduan. Sistem pakar adalah salah satu bentuk kecerdasan buatan yang mengadopsi pengetahuan pakar (psikolog) untuk menghasilkan informasi mengenai tipe kepribadian MBTI. Metode certainty factor memberikan gambaran tingkat keyakinan pakar, sementara teorema Bayes membantu mengatasi ketidakpastian dari input pengguna. Penelitian ini bertujuan untuk memudahkan pengguna mengenali kepribadian diri sendiri agar lebih bijak dalam mengambil keputusan masa depan. Berdasarkan pengujian, sistem dapat menghasilkan informasi berupa tipe MBTI, karakteristik, dan saran terkait. Dari 16 pengujian yang dilakukan, diperoleh tingkat akurasi metode certainty factor sebesar 100%, lebih tinggi dibandingkan dengan metode teorema Bayes yang hanya mencapai 12,50%. Dengan demikian, metode certainty factor dinyatakan lebih akurat untuk digunakan dalam sistem pakar tes kepribadian MBTI ini.

Kata kunci: Sistem Pakar, Tes Kepribadian Myers-Briggs Type Indicator (MBTI), Certainty Factor, Teorema Bayes
Pemberian Pakan Kombinasi Tepung Maggot BSF (Hermetia illuens) dan Tepung Daun Tarum (Indigofera sp) Bagi Ikan Lele Dumbo (Clarias gariepinus B)
Authors: Syahrizal Syahrizal , Yulfiperius Yulfiperius , Ghofur Muarofah , Safratilofa Safratilofa , Novianti Vera 
Published: December 2024

Quality feed is a determining factor of production in fish farming.This study aims to determine and analyse the best feed formulation combination of Meggot Meal Black Soldier Fly (BSF), Hermetia illuens, and Tarum (Indigofera sp) leaf flour for catfish (Clarias gariepinus B). The treatments in this study were Treatment A. MMB 80% (Maggot Meal Bsf 80%), Treatment B. MMB 60%+TF I20% (Maggot Meal Bsf 60% + Tarum Flour 20%), Treatment C.MMB 40%+TF40% (Maggot Meal Bsf 40% + Tarum Flour 40%), Treatment D.MMB 20%+TF 60% (Maggot Meal BSF 20% + Tarum Flour 60%). There were 12 aquarium containers measuring 50 x 40 x 30 cm. Data were analysed using SPSS 16. The results of parameter analysis of each observation of the test variables gave a significantly different effect (P < 0.05). The best average growth was A. MMB 80% (9.42 grams), followed by B. MMB 60%+TF 20% (7.95 grams), C. MMB 40%+TF 40% (7.36 grams) and D. MMB 40%+TF 40% (7.36 grams). MMB 20%+TF 60% (6.46 grams). The best absolute weight was also in treatment A (6.47±0.22 grams), followed by B (4.91±0.28 grams), C (4.44±0.64 grams) and D (3.81±1.18 grams). For the best length B. (3.67±0.15 cm) and A (2.49±0.14 cm), followed by C (1.74±0.17 cm), D. (1.45±0.18 cm). FC (Best survival in B. (95.55%) and A. (94.44%), respectively C. (77.77%), D. (37.77%). FCR (Feed Convertion Ratio) 1.56±0.12 and EPP (Feed Utilisation Efficiency) 54.88%±3.94 were best and lowest in D. FCR (2.48±0.34) and EPP (6.16%±8.90). Water quality was still in optimal condition for the maintenance of dumbo catfish (Clarias gariepinus B) found temperature 27.91-28.06 oC, pH 7.75- 7.63, DO 6.33-6.51 mg/l, and ammonia 0.550.71 mg/l.
Supply Chain Management Ayam Potong Ud Budi di Desa Dauh Puri Kaja Denpasar
Authors: Yudiarini Nyoman , Pratiwi Luh Putu Kirana , Amaral Ni Putu Anglila 
Published: December 2024

The high demand for broiler chickens has promising prospects for development. In 2023, broiler chicken production is projected to reach 5.8 million/ton/year, while chicken meat consumption is estimated to reach 7.46 kg/capita/year. Indonesia is actively trying to increase livestock productivity in an effort to meet the nutritional needs of the community. The main objective of this research is to analyze supply chain management and the level of efficiency of the broiler chicken supply chain implemented by UD Budi. The research methodology includes descriptive analysis and examination of marketing efficiency. Research findings reveal that broiler chicken supply chain management has three streams. The product flow moves downstream, starting from the supplier at the slaughterhouse and ending with the final consumer of the chicken. On the other hand, financial flows move upstream, namely flowing from consumers back to producers (RPH). The flow of information is reciprocal and occurs in each link of the chain. Among the various marketing channels, the level I marketing channel (Producer (Slaughterhouse) â€“ Wholesaler (UD Budi) â€“ Consumer) shows the highest efficiency, with an efficiency value of 3.13%.Â Keywords:Â Broiler Chickens, Marketing Efficiency, Supply Chain
Hypovitaminosis of vitamin D in patients with gout (data from a pilot study)
Authors: Eliseev M. S. , Zhelyabina O. V. , Kuzmina Ya. I. , Chikina M. N. , Panina E. V. , Salyanova E. P. 
Published: December 2024

The relationship between serum levels of vitamin D and uric acid (UA) in the blood may be bidirectional, yet remains unexplored in patients with gout. The aim of this study was to identify the association between serum levels of UA and vitamin D deficiency in patients with gout. Materials and Methods. This single-center observational study included 79 patients with a confirmed diagnosis of gout (72 [91.1 %] men and 7 [8.9 %] women) who were not receiving urate-lowering therapy (ULT). All patients underwent evaluation of uric acid (UA), vitamin D, parathyroid hormone, C-reactive protein (СRP), creatinine, alanine aminotransferase (ALT), aspartate aminotransferase (AST), alkaline phosphatase (ALP), and serum calcium levels, alongside calculating the estimated glomerular filtration rate (eGFR). The levels of vitamin D and the frequency of vitamin D deficiency were compared across groups with different levels of UA in blood (quartiles): <426 µmol/L, 427 to 479 µmol/L, 480 to 540 µmol/L, and ≥ 540 µmol/L. Results. The mean level of vitamin D was below the normal reference values, at 22 (17–27) ng/mL (Median). Among the patients, 63 (80 %) exhibited vitamin D levels indicative of deficiency (< 30 ng/mL). A moderate correlation was found between vitamin D levels and serum calcium (ρ = 0.343, p = 0.002), while weak correlations were also noted between vitamin D levels and CRP (ρ = –0.204, p = 0.071) as well as parathyroid hormone (ρ = –0.216, p = 0.056). The levels of uric acid were categorized into quartiles: < 426 µmol/L, 427 to 479 µmol/L, 480 to 540 µmol/L, and ≥ 540 µmol/L. The analysis of vitamin D levels among different quartiles of UA revealed no significant relationship (p = 0.672). Conclusions. Vitamin D deficiency is prevalent in the majority of patients with gout (80 %); however, the severity of hyperuricemia is not associated with serum vitamin D levels. Further investigations are required to identify the causes of the high frequency of vitamin D deficiency in patients with gout.
Insights into polyethylene biodegradative fingerprint of Pseudomonas citronellolis E5 and Rhodococcus erythropolis D4 by phenotypic and genome-based comparative analyses
Authors: Zampolli Jessica , Collina Elena , Lasagni Marina , Di Gennaro Patrizia 
Published: December 2024

Polyethylene (PE) is the most-produced polyolefin, and consequently, it is the most widely found plastic waste worldwide. PE biodegradation is under study by applying different (micro)organisms in order to understand the biodegradative mechanism in the majority of microbes. This study aims to identify novel bacterial species with compelling metabolic potential and strategic genetic repertoires for PE biodegradation. Pseudomonas citronellolis E5 is newly isolated from solid organic waste contaminated with plastic debris, and Rhodococcus erythropolis D4 was selected for its promising potential in biodegradable plastic determined by its genetic repertoire. P. citronellolis E5 was selected for its ability to grow on PE as the only carbon and energy source. Meaningful extracellular secreted laccase activity was also characterized for D4 during growth on PE (E5 and D4 strains have a laccase activity of (2 ± 1)×10–3 U mg−1 and (3 ± 1)×10–3 U mg−1, respectively). Despite the highest level of cell numbers recorded at 7 days of growth on PE for both strains, the patterns of the metabolic products obtained and degraded during 60 days on PE were dissimilar in the two bacteria at different sampling times. However, they mainly produced metabolites belonging to carboxylic acids and alkanes with varying numbers of carbons in the aliphatic chains. Whole-genome sequence analyses of P. citronellolis E5 compared to R. erythropolis D4 and genetic determinant prediction (by gene annotation and multiple sequence alignment with reference gene products) have been performed, providing a list of 16 and 42 gene products putatively related to different metabolic steps of PE biodegradation. Altogether, these results support insights into PE biodegradation by bacteria of the Pseudomonas and Rhodococcus genera from metabolic and genetic perspectives as a base to build up novel biotechnological platforms.
MLPhishChain: a machine learning-based blockchain framework for reducing phishing threats
Authors: Trad Fouad , Semaan-Nasr Elie , Chehab Ali 
Published: December 2024

IntroductionPhishing attacks pose a significant threat to online security by deceiving users into divulging sensitive information through fraudulent websites. Traditional anti-phishing approaches are centralized and reactive, exhibiting critical limitations such as delayed detection, poor adaptability to evolving threats, susceptibility to data tampering, and lack of transparency.MethodsThis paper presents MLPhishChain, a decentralized application (DApp) that integrates blockchain technology with machine learning (ML) to provide a proactive and transparent solution for URL verification. Users can submit URLs for automated phishing analysis via an ML model, with each URL’s status securely recorded on an immutable blockchain ledger. To address the dynamic nature of phishing threats, MLPhishChain features a re-evaluation mechanism, enabling users to request updated assessments as URLs and website content evolve. Additionally, the system incorporates data from external security services (e.g., VirusTotal) to offer a multi-source validation of phishing risk, enhancing user confidence and decision-making.ResultsThe system was built using Ganache and Truffle, and performance metrics were computed to evaluate its efficacy in terms of latency, scalability, and resource consumption. Results indicate that the proposed system achieves rapid URL verification with low latency, scales effectively to handle increasing user submissions, and optimizes resource usage.DiscussionBy leveraging the strengths of decentralized blockchain technology and intelligent ML algorithms, MLPhishChain addresses the shortcomings of traditional anti-phishing methods. It delivers a reliable and adaptable solution capable of addressing the evolving nature of phishing threats. This approach establishes a new standard in phishing detection, characterized by enhanced transparency, resilience, and adaptability.